Overview

Brought to you by YData

Dataset statistics

Number of variables	109
Number of observations	2927
Missing cells	29687
Missing cells (%)	9.3%
Total size in memory	2.4 MiB
Average record size in memory	872.0 B

Variable types

Numeric	108
Text	1

Alerts

`Var1` has 334 (11.4%) missing values	Missing
`Var2` has 313 (10.7%) missing values	Missing
`Var3` has 313 (10.7%) missing values	Missing
`Var4` has 313 (10.7%) missing values	Missing
`Var5` has 313 (10.7%) missing values	Missing
`Var6` has 313 (10.7%) missing values	Missing
`Var7` has 313 (10.7%) missing values	Missing
`Var8` has 313 (10.7%) missing values	Missing
`Var9` has 313 (10.7%) missing values	Missing
`Var10` has 313 (10.7%) missing values	Missing
`Var11` has 313 (10.7%) missing values	Missing
`Var12` has 313 (10.7%) missing values	Missing
`Var22` has 327 (11.2%) missing values	Missing
`Var23` has 327 (11.2%) missing values	Missing
`Var24` has 327 (11.2%) missing values	Missing
`Var25` has 327 (11.2%) missing values	Missing
`Var26` has 327 (11.2%) missing values	Missing
`Var27` has 327 (11.2%) missing values	Missing
`Var28` has 327 (11.2%) missing values	Missing
`Var29` has 327 (11.2%) missing values	Missing
`Var30` has 327 (11.2%) missing values	Missing
`Var31` has 327 (11.2%) missing values	Missing
`Var32` has 327 (11.2%) missing values	Missing
`Var33` has 327 (11.2%) missing values	Missing
`Var34` has 327 (11.2%) missing values	Missing
`Var35` has 327 (11.2%) missing values	Missing
`Var36` has 327 (11.2%) missing values	Missing
`Var37` has 327 (11.2%) missing values	Missing
`Var38` has 327 (11.2%) missing values	Missing
`Var39` has 327 (11.2%) missing values	Missing
`Var40` has 327 (11.2%) missing values	Missing
`Var41` has 327 (11.2%) missing values	Missing
`Var42` has 327 (11.2%) missing values	Missing
`Var43` has 327 (11.2%) missing values	Missing
`Var44` has 327 (11.2%) missing values	Missing
`Var45` has 327 (11.2%) missing values	Missing
`Var46` has 327 (11.2%) missing values	Missing
`Var47` has 327 (11.2%) missing values	Missing
`Var48` has 327 (11.2%) missing values	Missing
`Var49` has 327 (11.2%) missing values	Missing
`Var50` has 327 (11.2%) missing values	Missing
`Var51` has 327 (11.2%) missing values	Missing
`Var52` has 327 (11.2%) missing values	Missing
`Var53` has 327 (11.2%) missing values	Missing
`Var54` has 327 (11.2%) missing values	Missing
`Var55` has 327 (11.2%) missing values	Missing
`Var56` has 327 (11.2%) missing values	Missing
`Var57` has 327 (11.2%) missing values	Missing
`Var58` has 327 (11.2%) missing values	Missing
`Var59` has 327 (11.2%) missing values	Missing
`Var60` has 327 (11.2%) missing values	Missing
`Var61` has 327 (11.2%) missing values	Missing
`Var62` has 327 (11.2%) missing values	Missing
`Var63` has 327 (11.2%) missing values	Missing
`Var64` has 327 (11.2%) missing values	Missing
`Var65` has 327 (11.2%) missing values	Missing
`Var66` has 327 (11.2%) missing values	Missing
`Var67` has 327 (11.2%) missing values	Missing
`Var68` has 327 (11.2%) missing values	Missing
`Var69` has 327 (11.2%) missing values	Missing
`Var70` has 327 (11.2%) missing values	Missing
`Var71` has 327 (11.2%) missing values	Missing
`Var72` has 327 (11.2%) missing values	Missing
`Var73` has 327 (11.2%) missing values	Missing
`Var74` has 327 (11.2%) missing values	Missing
`Var75` has 327 (11.2%) missing values	Missing
`Var76` has 327 (11.2%) missing values	Missing
`Var77` has 327 (11.2%) missing values	Missing
`Var78` has 327 (11.2%) missing values	Missing
`Var79` has 327 (11.2%) missing values	Missing
`Var80` has 327 (11.2%) missing values	Missing
`Var81` has 327 (11.2%) missing values	Missing
`Var82` has 327 (11.2%) missing values	Missing
`Var83` has 327 (11.2%) missing values	Missing
`Var84` has 327 (11.2%) missing values	Missing
`Var85` has 327 (11.2%) missing values	Missing
`Var86` has 327 (11.2%) missing values	Missing
`Var87` has 327 (11.2%) missing values	Missing
`Var88` has 327 (11.2%) missing values	Missing
`Var89` has 327 (11.2%) missing values	Missing
`Var90` has 327 (11.2%) missing values	Missing
`Var91` has 327 (11.2%) missing values	Missing
`Var92` has 327 (11.2%) missing values	Missing
`Var93` has 327 (11.2%) missing values	Missing
`Var94` has 327 (11.2%) missing values	Missing
`Var95` has 327 (11.2%) missing values	Missing
`Var96` has 327 (11.2%) missing values	Missing
`Var97` has 327 (11.2%) missing values	Missing
`Var98` has 327 (11.2%) missing values	Missing
`Var99` has 327 (11.2%) missing values	Missing
`Var100` has 327 (11.2%) missing values	Missing
`Var21` is highly skewed (γ1 = 51.6174114)	Skewed
`Var22` is highly skewed (γ1 = 24.50702491)	Skewed
`Var56` is highly skewed (γ1 = 26.58970462)	Skewed
`Var84` is highly skewed (γ1 = 23.44126613)	Skewed
`uid` has unique values	Unique
`Var2` has 2405 (82.2%) zeros	Zeros
`Var3` has 2303 (78.7%) zeros	Zeros
`Var4` has 2178 (74.4%) zeros	Zeros
`Var5` has 1905 (65.1%) zeros	Zeros
`Var6` has 1371 (46.8%) zeros	Zeros
`Var8` has 440 (15.0%) zeros	Zeros
`Var13` has 476 (16.3%) zeros	Zeros
`Var14` has 2076 (70.9%) zeros	Zeros
`Var15` has 77 (2.6%) zeros	Zeros
`Var17` has 56 (1.9%) zeros	Zeros
`Var18` has 37 (1.3%) zeros	Zeros
`Var19` has 644 (22.0%) zeros	Zeros
`Var21` has 1437 (49.1%) zeros	Zeros
`Var28` has 36 (1.2%) zeros	Zeros
`Var29` has 175 (6.0%) zeros	Zeros
`Var30` has 65 (2.2%) zeros	Zeros
`Var31` has 202 (6.9%) zeros	Zeros
`Var32` has 224 (7.7%) zeros	Zeros
`Var37` has 51 (1.7%) zeros	Zeros
`Var39` has 111 (3.8%) zeros	Zeros
`Var42` has 33 (1.1%) zeros	Zeros
`Var43` has 77 (2.6%) zeros	Zeros
`Var44` has 50 (1.7%) zeros	Zeros
`Var45` has 50 (1.7%) zeros	Zeros
`Var46` has 330 (11.3%) zeros	Zeros
`Var48` has 296 (10.1%) zeros	Zeros
`Var49` has 355 (12.1%) zeros	Zeros
`Var50` has 116 (4.0%) zeros	Zeros
`Var53` has 69 (2.4%) zeros	Zeros
`Var54` has 216 (7.4%) zeros	Zeros
`Var55` has 135 (4.6%) zeros	Zeros
`Var56` has 186 (6.4%) zeros	Zeros
`Var58` has 60 (2.0%) zeros	Zeros
`Var59` has 71 (2.4%) zeros	Zeros
`Var60` has 73 (2.5%) zeros	Zeros
`Var61` has 66 (2.3%) zeros	Zeros
`Var62` has 90 (3.1%) zeros	Zeros
`Var63` has 149 (5.1%) zeros	Zeros
`Var64` has 49 (1.7%) zeros	Zeros
`Var65` has 66 (2.3%) zeros	Zeros
`Var66` has 51 (1.7%) zeros	Zeros
`Var67` has 87 (3.0%) zeros	Zeros
`Var68` has 150 (5.1%) zeros	Zeros
`Var69` has 158 (5.4%) zeros	Zeros
`Var70` has 56 (1.9%) zeros	Zeros
`Var71` has 141 (4.8%) zeros	Zeros
`Var72` has 156 (5.3%) zeros	Zeros
`Var73` has 185 (6.3%) zeros	Zeros
`Var74` has 160 (5.5%) zeros	Zeros
`Var76` has 64 (2.2%) zeros	Zeros
`Var79` has 55 (1.9%) zeros	Zeros
`Var80` has 63 (2.2%) zeros	Zeros
`Var81` has 58 (2.0%) zeros	Zeros
`Var82` has 183 (6.3%) zeros	Zeros
`Var83` has 111 (3.8%) zeros	Zeros
`Var84` has 209 (7.1%) zeros	Zeros
`Var85` has 329 (11.2%) zeros	Zeros
`Var86` has 138 (4.7%) zeros	Zeros
`Var87` has 288 (9.8%) zeros	Zeros
`Var88` has 281 (9.6%) zeros	Zeros
`Var90` has 47 (1.6%) zeros	Zeros
`Var91` has 42 (1.4%) zeros	Zeros
`Var92` has 413 (14.1%) zeros	Zeros
`Var93` has 95 (3.2%) zeros	Zeros
`Var94` has 54 (1.8%) zeros	Zeros
`Var95` has 119 (4.1%) zeros	Zeros
`Var96` has 243 (8.3%) zeros	Zeros
`Var97` has 49 (1.7%) zeros	Zeros
`Var98` has 238 (8.1%) zeros	Zeros

Reproduction

Analysis started	2025-05-12 09:49:46.566103
Analysis finished	2025-05-12 09:49:49.281692
Duration	2.72 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

uid
Real number (ℝ)

Unique

Distinct	2927
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1464

Minimum	1
Maximum	2927
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	147.3
Q1	732.5
median	1464
Q3	2195.5
95-th percentile	2780.7
Maximum	2927
Range	2926
Interquartile range (IQR)	1463

Descriptive statistics

Standard deviation	845.0964442
Coefficient of variation (CV)	0.5772516695
Kurtosis	-1.2
Mean	1464
Median Absolute Deviation (MAD)	732
Skewness	0
Sum	4285128
Variance	714188
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2927	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
Other values (2917)	2917	99.7%

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
2927	1	< 0.1%
2926	1	< 0.1%
2925	1	< 0.1%
2924	1	< 0.1%
2923	1	< 0.1%

psychopathy
Real number (ℝ)

Distinct	33
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.975819003

Minimum	1
Maximum	4.666666667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1.111111111
Q1	1.555555556
median	1.888888889
Q3	2.333333333
95-th percentile	3
Maximum	4.666666667
Range	3.666666667
Interquartile range (IQR)	0.777777777

Descriptive statistics

Standard deviation	0.5908167699
Coefficient of variation (CV)	0.2990237309
Kurtosis	0.333569998
Mean	1.975819003
Median Absolute Deviation (MAD)	0.444444444
Skewness	0.6539602724
Sum	5783.222222
Variance	0.3490644556
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
1.888888889	228	7.8%
1.777777778	227	7.8%
1.444444444	213	7.3%
2	213	7.3%
2.111111111	201	6.9%
1.666666667	197	6.7%
1.555555556	180	6.1%
2.222222222	161	5.5%
1.333333333	155	5.3%
1.222222222	150	5.1%
Other values (23)	1002	34.2%

Value	Count	Frequency (%)
1	68	2.3%
1.111111111	114	3.9%
1.222222222	150	5.1%
1.333333333	155	5.3%
1.444444444	213	7.3%

Value	Count	Frequency (%)
4.666666667	1	< 0.1%
4.444444444	1	< 0.1%
4.333333333	2	0.1%
4.222222222	1	< 0.1%
4.111111111	3	0.1%

machiavellianism
Real number (ℝ)

Distinct	39
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.792552101

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1.8
Q1	2.4
median	2.8
Q3	3.2
95-th percentile	3.8
Maximum	5
Range	4
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	0.6011204041
Coefficient of variation (CV)	0.2152584383
Kurtosis	-0.07276038666
Mean	2.792552101
Median Absolute Deviation (MAD)	0.4
Skewness	0.06557274672
Sum	8173.8
Variance	0.3613457402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
2.6	222	7.6%
2.7	197	6.7%
3.1	184	6.3%
2.5	176	6.0%
2.8	169	5.8%
3	167	5.7%
2.9	166	5.7%
2.4	163	5.6%
3.2	147	5.0%
3.3	142	4.9%
Other values (29)	1194	40.8%

Value	Count	Frequency (%)
1	5	0.2%
1.1	2	0.1%
1.2	1	< 0.1%
1.3	10	0.3%
1.4	16	0.5%

Value	Count	Frequency (%)
5	1	< 0.1%
4.7	2	0.1%
4.6	5	0.2%
4.5	3	0.1%
4.4	5	0.2%

narcissism
Real number (ℝ)

Distinct	35
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.726644649

Minimum	1
Maximum	4.777777778
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1.666666667
Q1	2.333333333
median	2.777777778
Q3	3.111111111
95-th percentile	3.777777778
Maximum	4.777777778
Range	3.777777778
Interquartile range (IQR)	0.777777778

Descriptive statistics

Standard deviation	0.6110131072
Coefficient of variation (CV)	0.2240897461
Kurtosis	-0.2430535729
Mean	2.726644649
Median Absolute Deviation (MAD)	0.444444444
Skewness	0.02061827678
Sum	7980.888889
Variance	0.3733370171
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
3	215	7.3%
2.666666667	214	7.3%
2.555555556	206	7.0%
2.888888889	201	6.9%
2.777777778	187	6.4%
2.444444444	178	6.1%
3.222222222	171	5.8%
2.333333333	169	5.8%
3.111111111	168	5.7%
2.111111111	134	4.6%
Other values (25)	1084	37.0%

Value	Count	Frequency (%)
1	2	0.1%
1.111111111	1	< 0.1%
1.222222222	12	0.4%
1.333333333	21	0.7%
1.444444444	30	1.0%

Value	Count	Frequency (%)
4.777777778	1	< 0.1%
4.666666667	1	< 0.1%
4.555555556	2	0.1%
4.444444444	2	0.1%
4.333333333	9	0.3%

openness
Real number (ℝ)

Distinct	13
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.510420225

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	3.5
Q1	5
median	5.5
Q3	6.5
95-th percentile	7
Maximum	7
Range	6
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	1.096338931
Coefficient of variation (CV)	0.198957409
Kurtosis	0.2109886123
Mean	5.510420225
Median Absolute Deviation (MAD)	1
Skewness	-0.7233939156
Sum	16129
Variance	1.201959051
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
6	562	19.2%
6.5	505	17.3%
5.5	449	15.3%
5	369	12.6%
7	345	11.8%
4.5	284	9.7%
4	216	7.4%
3.5	96	3.3%
3	56	1.9%
2.5	27	0.9%
Other values (3)	18	0.6%

Value	Count	Frequency (%)
1	4	0.1%
1.5	1	< 0.1%
2	13	0.4%
2.5	27	0.9%
3	56	1.9%

Value	Count	Frequency (%)
7	345	11.8%
6.5	505	17.3%
6	562	19.2%
5.5	449	15.3%
5	369	12.6%

conscientiousness
Real number (ℝ)

Distinct	13
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.674410659

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2.5
Q1	3.5
median	4.5
Q3	6
95-th percentile	7
Maximum	7
Range	6
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	1.389678946
Coefficient of variation (CV)	0.2972950062
Kurtosis	-0.6565737938
Mean	4.674410659
Median Absolute Deviation (MAD)	1
Skewness	-0.271499075
Sum	13682
Variance	1.931207573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
4	381	13.0%
4.5	373	12.7%
6	365	12.5%
5.5	329	11.2%
5	322	11.0%
6.5	255	8.7%
3.5	254	8.7%
3	190	6.5%
7	159	5.4%
2.5	154	5.3%
Other values (3)	145	5.0%

Value	Count	Frequency (%)
1	13	0.4%
1.5	43	1.5%
2	89	3.0%
2.5	154	5.3%
3	190	6.5%

Value	Count	Frequency (%)
7	159	5.4%
6.5	255	8.7%
6	365	12.5%
5.5	329	11.2%
5	322	11.0%

extraversion
Real number (ℝ)

Distinct	13
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.090707209

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1.5
Q1	3
median	4
Q3	5.5
95-th percentile	6.5
Maximum	7
Range	6
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	1.616797848
Coefficient of variation (CV)	0.3952367563
Kurtosis	-0.9600697444
Mean	4.090707209
Median Absolute Deviation (MAD)	1.5
Skewness	-0.07328731653
Sum	11973.5
Variance	2.614035282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
4	357	12.2%
4.5	291	9.9%
5	264	9.0%
6	263	9.0%
5.5	258	8.8%
3	251	8.6%
3.5	248	8.5%
2	224	7.7%
2.5	222	7.6%
6.5	184	6.3%
Other values (3)	365	12.5%

Value	Count	Frequency (%)
1	96	3.3%
1.5	160	5.5%
2	224	7.7%
2.5	222	7.6%
3	251	8.6%

Value	Count	Frequency (%)
7	109	3.7%
6.5	184	6.3%
6	263	9.0%
5.5	258	8.8%
5	264	9.0%

agreeableness
Real number (ℝ)

Distinct	13
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.726340963

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2.5
Q1	4
median	4.5
Q3	5.5
95-th percentile	6.5
Maximum	7
Range	6
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	1.211882826
Coefficient of variation (CV)	0.256410368
Kurtosis	-0.4088901229
Mean	4.726340963
Median Absolute Deviation (MAD)	1
Skewness	-0.1196191104
Sum	13834
Variance	1.468659983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
4.5	529	18.1%
4	481	16.4%
5	350	12.0%
6	317	10.8%
5.5	304	10.4%
3.5	271	9.3%
6.5	254	8.7%
3	140	4.8%
7	118	4.0%
2.5	96	3.3%
Other values (3)	67	2.3%

Value	Count	Frequency (%)
1	6	0.2%
1.5	16	0.5%
2	45	1.5%
2.5	96	3.3%
3	140	4.8%

Value	Count	Frequency (%)
7	118	4.0%
6.5	254	8.7%
6	317	10.8%
5.5	304	10.4%
5	350	12.0%

neuroticism
Real number (ℝ)

Distinct	13
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.688930646

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1.5
Q1	2.5
median	3.5
Q3	5
95-th percentile	6
Maximum	7
Range	6
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	1.512481829
Coefficient of variation (CV)	0.4100054932
Kurtosis	-0.796302054
Mean	3.688930646
Median Absolute Deviation (MAD)	1
Skewness	0.1345941198
Sum	10797.5
Variance	2.287601283
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
4	369	12.6%
3.5	345	11.8%
2	292	10.0%
3	290	9.9%
5	290	9.9%
2.5	269	9.2%
4.5	246	8.4%
5.5	221	7.6%
1.5	197	6.7%
6	136	4.6%
Other values (3)	272	9.3%

Value	Count	Frequency (%)
1	126	4.3%
1.5	197	6.7%
2	292	10.0%
2.5	269	9.2%
3	290	9.9%

Value	Count	Frequency (%)
7	57	1.9%
6.5	89	3.0%
6	136	4.6%
5.5	221	7.6%
5	290	9.9%

Var1
Real number (ℝ)

Missing

Distinct	1822
Distinct (%)	70.3%
Missing	334
Missing (%)	11.4%
Infinite	0
Infinite (%)	0.0%
Mean	26.02335133

Minimum	10
Maximum	69.86
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	10
5-th percentile	10.07
Q1	13.96
median	23.67
Q3	36.96
95-th percentile	49.14
Maximum	69.86
Range	59.86
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	13.07846544
Coefficient of variation (CV)	0.5025665323
Kurtosis	-0.8163190839
Mean	26.02335133
Median Absolute Deviation (MAD)	10.94
Skewness	0.5100832458
Sum	67478.55
Variance	171.0462582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	127	4.3%
10.19	7	0.2%
10.37	6	0.2%
10.07	6	0.2%
10.11	6	0.2%
10.42	5	0.2%
10.09	5	0.2%
10.28	5	0.2%
40.96	5	0.2%
18.47	4	0.1%
Other values (1812)	2417	82.6%
(Missing)	334	11.4%

Value	Count	Frequency (%)
10	127	4.3%
10.06	1	< 0.1%
10.07	6	0.2%
10.08	3	0.1%
10.09	5	0.2%

Value	Count	Frequency (%)
69.86	1	< 0.1%
64.63	1	< 0.1%
64.54	1	< 0.1%
63.77	1	< 0.1%
63.58	1	< 0.1%

Var2
Real number (ℝ)

Missing Zeros

Distinct	21
Distinct (%)	0.8%
Missing	313
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.376434583

Minimum	0
Maximum	20
Zeros	2405
Zeros (%)	82.2%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.847991884
Coefficient of variation (CV)	4.909197952
Kurtosis	47.14803536
Mean	0.376434583
Median Absolute Deviation (MAD)	0
Skewness	6.494505538
Sum	984
Variance	3.415074003
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	2405	82.2%
1	79	2.7%
2	27	0.9%
9	18	0.6%
3	17	0.6%
4	11	0.4%
6	9	0.3%
8	7	0.2%
7	7	0.2%
16	5	0.2%
Other values (11)	29	1.0%
(Missing)	313	10.7%

Value	Count	Frequency (%)
0	2405	82.2%
1	79	2.7%
2	27	0.9%
3	17	0.6%
4	11	0.4%

Value	Count	Frequency (%)
20	1	< 0.1%
19	2	0.1%
18	2	0.1%
17	2	0.1%
16	5	0.2%

Var3
Real number (ℝ)

Missing Zeros

Distinct	25
Distinct (%)	1.0%
Missing	313
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.7318286151

Minimum	0
Maximum	25
Zeros	2303
Zeros (%)	78.7%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	25
Range	25
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.936827659
Coefficient of variation (CV)	4.012999217
Kurtosis	26.23145152
Mean	0.7318286151
Median Absolute Deviation (MAD)	0
Skewness	5.003407525
Sum	1913
Variance	8.624956701
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	2303	78.7%
1	95	3.2%
2	47	1.6%
3	28	1.0%
4	16	0.5%
14	11	0.4%
7	10	0.3%
6	10	0.3%
15	10	0.3%
12	9	0.3%
Other values (15)	75	2.6%
(Missing)	313	10.7%

Value	Count	Frequency (%)
0	2303	78.7%
1	95	3.2%
2	47	1.6%
3	28	1.0%
4	16	0.5%

Value	Count	Frequency (%)
25	1	< 0.1%
23	2	0.1%
22	3	0.1%
21	4	0.1%
20	7	0.2%

Var4
Real number (ℝ)

Missing Zeros

Distinct	32
Distinct (%)	1.2%
Missing	313
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.447207345

Minimum	0
Maximum	32
Zeros	2178
Zeros (%)	74.4%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11
Maximum	32
Range	32
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.727403181
Coefficient of variation (CV)	3.266569367
Kurtosis	15.70641538
Mean	1.447207345
Median Absolute Deviation (MAD)	0
Skewness	3.953266944
Sum	3783
Variance	22.34834084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	2178	74.4%
1	91	3.1%
2	58	2.0%
3	31	1.1%
5	29	1.0%
4	22	0.8%
8	22	0.8%
6	14	0.5%
16	12	0.4%
11	12	0.4%
Other values (22)	145	5.0%
(Missing)	313	10.7%

Value	Count	Frequency (%)
0	2178	74.4%
1	91	3.1%
2	58	2.0%
3	31	1.1%
4	22	0.8%

Value	Count	Frequency (%)
32	1	< 0.1%
31	1	< 0.1%
30	4	0.1%
28	4	0.1%
27	4	0.1%

Var5
Real number (ℝ)

Missing Zeros

Distinct	46
Distinct (%)	1.8%
Missing	313
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	3.366870696

Minimum	0
Maximum	45
Zeros	1905
Zeros (%)	65.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	27
Maximum	45
Range	45
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	8.509402984
Coefficient of variation (CV)	2.527392274
Kurtosis	7.627632256
Mean	3.366870696
Median Absolute Deviation (MAD)	0
Skewness	2.893348136
Sum	8801
Variance	72.40993915
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	1905	65.1%
1	153	5.2%
2	59	2.0%
3	47	1.6%
4	36	1.2%
5	30	1.0%
7	22	0.8%
9	21	0.7%
8	21	0.7%
11	16	0.5%
Other values (36)	304	10.4%
(Missing)	313	10.7%

Value	Count	Frequency (%)
0	1905	65.1%
1	153	5.2%
2	59	2.0%
3	47	1.6%
4	36	1.2%

Value	Count	Frequency (%)
45	1	< 0.1%
44	1	< 0.1%
43	2	0.1%
42	3	0.1%
41	7	0.2%

Var6
Real number (ℝ)

Missing Zeros

Distinct	84
Distinct (%)	3.2%
Missing	313
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	11.19969396

Minimum	0
Maximum	89
Zeros	1371
Zeros (%)	46.8%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	11
95-th percentile	61
Maximum	89
Range	89
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	20.19682863
Coefficient of variation (CV)	1.803337547
Kurtosis	2.015273045
Mean	11.19969396
Median Absolute Deviation (MAD)	0
Skewness	1.819797475
Sum	29276
Variance	407.9118866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1371	46.8%
1	207	7.1%
2	91	3.1%
3	67	2.3%
5	44	1.5%
4	41	1.4%
6	36	1.2%
7	35	1.2%
9	24	0.8%
8	22	0.8%
Other values (74)	676	23.1%
(Missing)	313	10.7%

Value	Count	Frequency (%)
0	1371	46.8%
1	207	7.1%
2	91	3.1%
3	67	2.3%
4	41	1.4%

Value	Count	Frequency (%)
89	1	< 0.1%
84	1	< 0.1%
83	1	< 0.1%
81	3	0.1%
80	3	0.1%

Var7
Real number (ℝ)

Missing

Distinct	152
Distinct (%)	5.8%
Missing	313
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	30.24292272

Minimum	1
Maximum	160
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	7
Q3	49
95-th percentile	120
Maximum	160
Range	159
Interquartile range (IQR)	47

Descriptive statistics

Standard deviation	40.58196406
Coefficient of variation (CV)	1.341866473
Kurtosis	0.3717809484
Mean	30.24292272
Median Absolute Deviation (MAD)	5
Skewness	1.322253387
Sum	79055
Variance	1646.895807
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	738	25.2%
3	195	6.7%
1	125	4.3%
4	122	4.2%
5	66	2.3%
6	56	1.9%
7	55	1.9%
8	43	1.5%
11	32	1.1%
9	30	1.0%
Other values (142)	1152	39.4%
(Missing)	313	10.7%

Value	Count	Frequency (%)
1	125	4.3%
2	738	25.2%
3	195	6.7%
4	122	4.2%
5	66	2.3%

Value	Count	Frequency (%)
160	1	< 0.1%
159	1	< 0.1%
152	1	< 0.1%
150	1	< 0.1%
149	4	0.1%

Var8
Real number (ℝ)

Missing Zeros

Distinct	257
Distinct (%)	9.8%
Missing	313
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	56.76511094

Minimum	0
Maximum	274
Zeros	440
Zeros (%)	15.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	23
Q3	96
95-th percentile	209
Maximum	274
Range	274
Interquartile range (IQR)	94

Descriptive statistics

Standard deviation	69.77113584
Coefficient of variation (CV)	1.229120047
Kurtosis	0.2821043169
Mean	56.76511094
Median Absolute Deviation (MAD)	23
Skewness	1.203617597
Sum	148384
Variance	4868.011396
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	440	15.0%
1	138	4.7%
2	101	3.5%
3	69	2.4%
4	69	2.4%
5	61	2.1%
6	60	2.0%
9	36	1.2%
10	35	1.2%
17	31	1.1%
Other values (247)	1574	53.8%
(Missing)	313	10.7%

Value	Count	Frequency (%)
0	440	15.0%
1	138	4.7%
2	101	3.5%
3	69	2.4%
4	69	2.4%

Value	Count	Frequency (%)
274	1	< 0.1%
270	1	< 0.1%
269	2	0.1%
266	2	0.1%
264	1	< 0.1%

Var9
Real number (ℝ)

Missing

Distinct	207
Distinct (%)	7.9%
Missing	313
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	35.04093344

Minimum	1
Maximum	519
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	19
Q3	44
95-th percentile	123
Maximum	519
Range	518
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	45.08906278
Coefficient of variation (CV)	1.286754043
Kurtosis	15.47639711
Mean	35.04093344
Median Absolute Deviation (MAD)	13
Skewness	3.114005946
Sum	91597
Variance	2033.023582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	109	3.7%
4	107	3.7%
3	92	3.1%
2	88	3.0%
9	82	2.8%
5	81	2.8%
6	80	2.7%
10	78	2.7%
12	76	2.6%
14	75	2.6%
Other values (197)	1746	59.7%
(Missing)	313	10.7%

Value	Count	Frequency (%)
1	72	2.5%
2	88	3.0%
3	92	3.1%
4	107	3.7%
5	81	2.8%

Value	Count	Frequency (%)
519	1	< 0.1%
460	1	< 0.1%
347	1	< 0.1%
340	1	< 0.1%
331	1	< 0.1%

Var10
Real number (ℝ)

Missing

Distinct	2292
Distinct (%)	87.7%
Missing	313
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	8.210377938

Minimum	1
Maximum	267.5833333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1.181818182
Q1	1.892605152
median	3.083971949
Q3	6.948276951
95-th percentile	33.11868969
Maximum	267.5833333
Range	266.5833333
Interquartile range (IQR)	5.055671799

Descriptive statistics

Standard deviation	16.30617469
Coefficient of variation (CV)	1.986044347
Kurtosis	55.87500082
Mean	8.210377938
Median Absolute Deviation (MAD)	1.533787674
Skewness	6.077417797
Sum	21461.92793
Variance	265.8913331
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	72	2.5%
1.5	19	0.6%
2	14	0.5%
1.333333333	13	0.4%
1.25	10	0.3%
1.666666667	10	0.3%
1.142857143	8	0.3%
3	8	0.3%
1.2	7	0.2%
1.6	6	0.2%
Other values (2282)	2447	83.6%
(Missing)	313	10.7%

Value	Count	Frequency (%)
1	72	2.5%
1.041666667	1	< 0.1%
1.045454545	1	< 0.1%
1.05	1	< 0.1%
1.052631579	1	< 0.1%

Value	Count	Frequency (%)
267.5833333	1	< 0.1%
203.125	1	< 0.1%
190.2941176	1	< 0.1%
169.2631579	1	< 0.1%
156.2	1	< 0.1%

Var11
Real number (ℝ)

Missing

Distinct	639
Distinct (%)	24.4%
Missing	313
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	197.9881408

Minimum	1
Maximum	1170
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	8
Q1	53
median	133
Q3	287
95-th percentile	622
Maximum	1170
Range	1169
Interquartile range (IQR)	234

Descriptive statistics

Standard deviation	194.4014538
Coefficient of variation (CV)	0.9818843342
Kurtosis	1.982580535
Mean	197.9881408
Median Absolute Deviation (MAD)	95
Skewness	1.476714862
Sum	517541
Variance	37791.92523
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	23	0.8%
3	19	0.6%
19	19	0.6%
2	19	0.6%
4	18	0.6%
22	18	0.6%
5	18	0.6%
48	18	0.6%
11	17	0.6%
47	16	0.5%
Other values (629)	2429	83.0%
(Missing)	313	10.7%

Value	Count	Frequency (%)
1	23	0.8%
2	19	0.6%
3	19	0.6%
4	18	0.6%
5	18	0.6%

Value	Count	Frequency (%)
1170	1	< 0.1%
1113	1	< 0.1%
1070	1	< 0.1%
1044	1	< 0.1%
973	1	< 0.1%

Var12
Real number (ℝ)

Missing

Distinct	1179
Distinct (%)	45.1%
Missing	313
Missing (%)	10.7%
Infinite	0
Infinite (%)	0.0%
Mean	1216.428845

Minimum	1
Maximum	3250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	1
5-th percentile	11
Q1	138.25
median	582.5
Q3	2610
95-th percentile	3231
Maximum	3250
Range	3249
Interquartile range (IQR)	2471.75

Descriptive statistics

Standard deviation	1260.841764
Coefficient of variation (CV)	1.036510906
Kurtosis	-1.233196065
Mean	1216.428845
Median Absolute Deviation (MAD)	542.5
Skewness	0.6792743232
Sum	3179745
Variance	1589721.953
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	18	0.6%
3227	17	0.6%
2	16	0.5%
5	14	0.5%
3223	14	0.5%
3219	14	0.5%
3210	14	0.5%
3237	14	0.5%
6	13	0.4%
3	13	0.4%
Other values (1169)	2467	84.3%
(Missing)	313	10.7%

Value	Count	Frequency (%)
1	18	0.6%
2	16	0.5%
3	13	0.4%
4	11	0.4%
5	14	0.5%

Value	Count	Frequency (%)
3250	2	0.1%
3249	3	0.1%
3247	4	0.1%
3246	3	0.1%
3245	7	0.2%

Var13
Real number (ℝ)

Zeros

Distinct	161
Distinct (%)	5.5%
Missing	11
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	67.94924554

Minimum	0
Maximum	160
Zeros	476
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	17
median	61
Q3	116
95-th percentile	156
Maximum	160
Range	160
Interquartile range (IQR)	99

Descriptive statistics

Standard deviation	53.85622333
Coefficient of variation (CV)	0.7925948685
Kurtosis	-1.28569579
Mean	67.94924554
Median Absolute Deviation (MAD)	51
Skewness	0.2482212908
Sum	198140
Variance	2900.492792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	476	16.3%
4	153	5.2%
160	53	1.8%
158	32	1.1%
150	31	1.1%
156	27	0.9%
52	25	0.9%
36	24	0.8%
47	24	0.8%
155	24	0.8%
Other values (151)	2047	69.9%

Value	Count	Frequency (%)
0	476	16.3%
1	1	< 0.1%
2	3	0.1%
3	3	0.1%
4	153	5.2%

Value	Count	Frequency (%)
160	53	1.8%
159	19	0.6%
158	32	1.1%
157	24	0.8%
156	27	0.9%

Var14
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2907413734

Minimum	0
Maximum	1
Zeros	2076
Zeros (%)	70.9%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4541820148
Coefficient of variation (CV)	1.562151301
Kurtosis	-1.150509329
Mean	0.2907413734
Median Absolute Deviation (MAD)	0
Skewness	0.9221048064
Sum	851
Variance	0.2062813025
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	2076	70.9%
1	851	29.1%

Value	Count	Frequency (%)
0	2076	70.9%
1	851	29.1%

Value	Count	Frequency (%)
1	851	29.1%
0	2076	70.9%

Var15
Real number (ℝ)

Zeros

Distinct	600
Distinct (%)	20.6%
Missing	11
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.699230451

Minimum	0
Maximum	6.465281554
Zeros	77
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.477121255
Q1	1.230448921
median	1.69019608
Q3	2.134334323
95-th percentile	2.95351788
Maximum	6.465281554
Range	6.465281554
Interquartile range (IQR)	0.9038854017

Descriptive statistics

Standard deviation	0.7346848348
Coefficient of variation (CV)	0.4323632704
Kurtosis	0.8884335077
Mean	1.699230451
Median Absolute Deviation (MAD)	0.45281872
Skewness	0.2077809068
Sum	4954.955995
Variance	0.5397618065
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	77	2.6%
0.602059991	57	1.9%
0.477121255	48	1.6%
0.301029996	48	1.6%
1.079181246	48	1.6%
1.176091259	46	1.6%
1.255272505	45	1.5%
0.698970004	44	1.5%
0.84509804	44	1.5%
0.903089987	40	1.4%
Other values (590)	2419	82.6%

Value	Count	Frequency (%)
0	77	2.6%
0.301029996	48	1.6%
0.477121255	48	1.6%
0.602059991	57	1.9%
0.698970004	44	1.5%

Value	Count	Frequency (%)
6.465281554	1	< 0.1%
5.095856005	1	< 0.1%
4.517631294	1	< 0.1%
4.462308135	1	< 0.1%
4.302071054	1	< 0.1%

Var16
Real number (ℝ)

Distinct	693
Distinct (%)	23.8%
Missing	11
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.073274559

Minimum	0
Maximum	4.483373306
Zeros	9
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.255272505
Q1	1.755874856
median	2.068185862
Q3	2.397940009
95-th percentile	2.900367129
Maximum	4.483373306
Range	4.483373306
Interquartile range (IQR)	0.642065153

Descriptive statistics

Standard deviation	0.5032670028
Coefficient of variation (CV)	0.2427401622
Kurtosis	0.9058905757
Mean	2.073274559
Median Absolute Deviation (MAD)	0.319997835
Skewness	-0.06746981389
Sum	6045.668615
Variance	0.2532776761
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.447158031	27	0.9%
1.643452676	23	0.8%
1.785329835	23	0.8%
1.763427994	22	0.8%
1.462397998	21	0.7%
1.740362689	20	0.7%
1.544068044	20	0.7%
1.672097858	19	0.6%
1.230448921	18	0.6%
1.875061263	18	0.6%
Other values (683)	2705	92.4%

Value	Count	Frequency (%)
0	9	0.3%
0.301029996	1	< 0.1%
0.477121255	1	< 0.1%
0.698970004	4	0.1%
0.77815125	3	0.1%

Value	Count	Frequency (%)
4.483373306	1	< 0.1%
3.982587791	1	< 0.1%
3.877256133	1	< 0.1%
3.811373897	1	< 0.1%
3.724357804	1	< 0.1%

Var17
Real number (ℝ)

Zeros

Distinct	1782
Distinct (%)	61.1%
Missing	11
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.70581312

Minimum	0
Maximum	5.107053867
Zeros	56
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.903089987
Q1	2.092542542
median	2.746631409
Q3	3.404363255
95-th percentile	4.230748778
Maximum	5.107053867
Range	5.107053867
Interquartile range (IQR)	1.311820713

Descriptive statistics

Standard deviation	0.9919944553
Coefficient of variation (CV)	0.3666160268
Kurtosis	0.04095504392
Mean	2.70581312
Median Absolute Deviation (MAD)	0.6567262985
Skewness	-0.4029810183
Sum	7890.151057
Variance	0.9840529994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	56	1.9%
1	16	0.5%
0.301029996	16	0.5%
0.477121255	15	0.5%
0.698970004	15	0.5%
1.041392685	13	0.4%
0.77815125	13	0.4%
0.84509804	13	0.4%
0.602059991	12	0.4%
0.903089987	12	0.4%
Other values (1772)	2735	93.4%

Value	Count	Frequency (%)
0	56	1.9%
0.301029996	16	0.5%
0.477121255	15	0.5%
0.602059991	12	0.4%
0.698970004	15	0.5%

Value	Count	Frequency (%)
5.107053867	1	< 0.1%
5.073927201	1	< 0.1%
5.070026778	1	< 0.1%
5.068044786	1	< 0.1%
5.024588277	1	< 0.1%

Var18
Real number (ℝ)

Zeros

Distinct	1783
Distinct (%)	61.1%
Missing	11
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	3502.576132

Minimum	0
Maximum	127954
Zeros	37
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	8
Q1	123.75
median	558
Q3	2537.25
95-th percentile	17011.75
Maximum	127954
Range	127954
Interquartile range (IQR)	2413.5

Descriptive statistics

Standard deviation	9137.264774
Coefficient of variation (CV)	2.608726957
Kurtosis	56.46977872
Mean	3502.576132
Median Absolute Deviation (MAD)	528
Skewness	6.301748898
Sum	10213512
Variance	83489607.55
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37	1.3%
1	19	0.6%
2	16	0.5%
10	16	0.5%
5	15	0.5%
3	15	0.5%
7	13	0.4%
6	13	0.4%
11	13	0.4%
15	12	0.4%
Other values (1773)	2747	93.9%

Value	Count	Frequency (%)
0	37	1.3%
1	19	0.6%
2	16	0.5%
3	15	0.5%
4	12	0.4%

Value	Count	Frequency (%)
127954	1	< 0.1%
118557	1	< 0.1%
117497	1	< 0.1%
116962	1	< 0.1%
105825	1	< 0.1%

Var19
Real number (ℝ)

Zeros

Distinct	372
Distinct (%)	12.8%
Missing	11
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	105.6553498

Minimum	0
Maximum	14338
Zeros	644
Zeros (%)	22.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	28
95-th percentile	336.25
Maximum	14338
Range	14338
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	646.5124092
Coefficient of variation (CV)	6.119069318
Kurtosis	269.6855891
Mean	105.6553498
Median Absolute Deviation (MAD)	4
Skewness	14.84588056
Sum	308091
Variance	417978.2952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	644	22.0%
1	342	11.7%
2	213	7.3%
3	152	5.2%
4	126	4.3%
5	91	3.1%
6	79	2.7%
7	56	1.9%
10	46	1.6%
8	41	1.4%
Other values (362)	1126	38.5%

Value	Count	Frequency (%)
0	644	22.0%
1	342	11.7%
2	213	7.3%
3	152	5.2%
4	126	4.3%

Value	Count	Frequency (%)
14338	1	< 0.1%
14184	1	< 0.1%
12818	1	< 0.1%
11739	1	< 0.1%
7984	1	< 0.1%

Var20
Text

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	23.0 KiB

Length

Max length	4
Median length	1
Mean length	1.00102494
Min length	1

Characters and Unicode

Total characters	2930
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	2647	90.4%
1	279	9.5%
true	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	2647	90.3%
1	279	9.5%
T	1	< 0.1%
R	1	< 0.1%
U	1	< 0.1%
E	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2930	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2647	90.3%
1	279	9.5%
T	1	< 0.1%
R	1	< 0.1%
U	1	< 0.1%
E	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2930	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2647	90.3%
1	279	9.5%
T	1	< 0.1%
R	1	< 0.1%
U	1	< 0.1%
E	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2930	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2647	90.3%
1	279	9.5%
T	1	< 0.1%
R	1	< 0.1%
U	1	< 0.1%
E	1	< 0.1%

Var21
Real number (ℝ)

Skewed Zeros

Distinct	139
Distinct (%)	4.8%
Missing	11
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	16.11865569

Minimum	0
Maximum	17055
Zeros	1437
Zeros (%)	49.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	40
Maximum	17055
Range	17055
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	320.6066328
Coefficient of variation (CV)	19.89040767
Kurtosis	2739.715299
Mean	16.11865569
Median Absolute Deviation (MAD)	1
Skewness	51.6174114
Sum	47002
Variance	102788.613
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1437	49.1%
1	385	13.2%
2	208	7.1%
3	142	4.9%
4	83	2.8%
5	74	2.5%
6	55	1.9%
7	37	1.3%
10	35	1.2%
8	31	1.1%
Other values (129)	429	14.7%

Value	Count	Frequency (%)
0	1437	49.1%
1	385	13.2%
2	208	7.1%
3	142	4.9%
4	83	2.8%

Value	Count	Frequency (%)
17055	1	< 0.1%
1476	1	< 0.1%
1355	1	< 0.1%
1067	1	< 0.1%
895	1	< 0.1%

Var22
Real number (ℝ)

Missing Skewed

Distinct	1561
Distinct (%)	60.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	19.92326538

Minimum	2
Maximum	960
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	2
5-th percentile	9.3185
Q1	12.18
median	15.605
Q3	21.6
95-th percentile	40.615
Maximum	960
Range	958
Interquartile range (IQR)	9.42

Descriptive statistics

Standard deviation	24.15824226
Coefficient of variation (CV)	1.212564396
Kurtosis	895.0514735
Mean	19.92326538
Median Absolute Deviation (MAD)	4.115
Skewness	24.50702491
Sum	51800.49
Variance	583.6206692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.77	6	0.2%
11.29	6	0.2%
10.08	6	0.2%
14.05	6	0.2%
9.84	6	0.2%
13.03	6	0.2%
9.17	5	0.2%
11.24	5	0.2%
14.89	5	0.2%
12.04	5	0.2%
Other values (1551)	2544	86.9%
(Missing)	327	11.2%

Value	Count	Frequency (%)
2	1	< 0.1%
3.67	1	< 0.1%
5.14	1	< 0.1%
6	2	0.1%
6.22	1	< 0.1%

Value	Count	Frequency (%)
960	1	< 0.1%
295	1	< 0.1%
217.42	1	< 0.1%
209.32	1	< 0.1%
194.64	1	< 0.1%

Var23
Real number (ℝ)

Missing

Distinct	1028
Distinct (%)	39.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	20.07356923

Minimum	0
Maximum	100
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	15.569
Q1	18.15
median	19.99
Q3	21.7
95-th percentile	25.1115
Maximum	100
Range	100
Interquartile range (IQR)	3.55

Descriptive statistics

Standard deviation	3.521475274
Coefficient of variation (CV)	0.1754284568
Kurtosis	106.5870147
Mean	20.07356923
Median Absolute Deviation (MAD)	1.785
Skewness	4.955651598
Sum	52191.28
Variance	12.4007881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.23	11	0.4%
21.36	11	0.4%
20.71	9	0.3%
19.06	9	0.3%
19.95	9	0.3%
22.24	8	0.3%
20.25	8	0.3%
19.03	8	0.3%
17.27	8	0.3%
17.81	8	0.3%
Other values (1018)	2511	85.8%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	1	< 0.1%
3.33	1	< 0.1%
5.4	1	< 0.1%
5.88	1	< 0.1%
6.25	1	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
53.85	1	< 0.1%
41.18	1	< 0.1%
35.45	1	< 0.1%
35.29	1	< 0.1%

Var24
Real number (ℝ)

Missing

Distinct	1759
Distinct (%)	67.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	66.38971538

Minimum	0
Maximum	100
Zeros	2
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	35.3795
Q1	63.6975
median	69.355
Q3	74
95-th percentile	79.62
Maximum	100
Range	100
Interquartile range (IQR)	10.3025

Descriptive statistics

Standard deviation	13.15920373
Coefficient of variation (CV)	0.1982114798
Kurtosis	5.673707179
Mean	66.38971538
Median Absolute Deviation (MAD)	5.035
Skewness	-2.19738506
Sum	172613.26
Variance	173.1646429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66.67	8	0.3%
71.16	6	0.2%
72.01	6	0.2%
75.01	5	0.2%
66.51	5	0.2%
65.41	5	0.2%
70.4	5	0.2%
73.18	5	0.2%
67.57	5	0.2%
71.37	5	0.2%
Other values (1749)	2545	86.9%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	2	0.1%
7.97	1	< 0.1%
10.79	1	< 0.1%
11.93	1	< 0.1%
11.96	1	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
93.55	1	< 0.1%
93.38	1	< 0.1%
93.33	1	< 0.1%
87.5	1	< 0.1%

Var25
Real number (ℝ)

Missing

Distinct	1578
Distinct (%)	60.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	39.64290385

Minimum	0
Maximum	66.89
Zeros	3
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	18.0645
Q1	37.01
median	41.605
Q3	45.2725
95-th percentile	49.491
Maximum	66.89
Range	66.89
Interquartile range (IQR)	8.2625

Descriptive statistics

Standard deviation	9.129999382
Coefficient of variation (CV)	0.2303060194
Kurtosis	4.010448041
Mean	39.64290385
Median Absolute Deviation (MAD)	3.985
Skewness	-1.784814719
Sum	103071.55
Variance	83.35688872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	8	0.3%
41.67	7	0.2%
43.75	6	0.2%
43.96	6	0.2%
41.69	6	0.2%
38.95	6	0.2%
38.55	6	0.2%
41.78	6	0.2%
48.34	6	0.2%
44.43	5	0.2%
Other values (1568)	2538	86.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	3	0.1%
3.73	1	< 0.1%
3.74	1	< 0.1%
3.81	1	< 0.1%
4.44	1	< 0.1%

Value	Count	Frequency (%)
66.89	1	< 0.1%
66.67	1	< 0.1%
60	3	0.1%
58.82	1	< 0.1%
58.33	1	< 0.1%

Var26
Real number (ℝ)

Missing

Distinct	1108
Distinct (%)	42.6%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	10.50195

Minimum	0
Maximum	37.5
Zeros	9
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3.608
Q1	8.64
median	10.835
Q3	12.75
95-th percentile	15.281
Maximum	37.5
Range	37.5
Interquartile range (IQR)	4.11

Descriptive statistics

Standard deviation	3.555480193
Coefficient of variation (CV)	0.3385542869
Kurtosis	2.784050914
Mean	10.50195
Median Absolute Deviation (MAD)	2.055
Skewness	-0.1304400892
Sum	27305.07
Variance	12.6414394
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.64	10	0.3%
12.5	10	0.3%
0	9	0.3%
11.11	9	0.3%
11.57	8	0.3%
12.15	8	0.3%
11.67	8	0.3%
12.76	8	0.3%
10.46	8	0.3%
11.58	7	0.2%
Other values (1098)	2515	85.9%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	9	0.3%
0.28	1	< 0.1%
0.5	1	< 0.1%
0.53	2	0.1%
0.54	1	< 0.1%

Value	Count	Frequency (%)
37.5	1	< 0.1%
33.33	1	< 0.1%
28.57	1	< 0.1%
26.67	1	< 0.1%
25	2	0.1%

Var27
Real number (ℝ)

Missing

Distinct	898
Distinct (%)	34.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	6.86825

Minimum	0
Maximum	33.33
Zeros	15
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.27
Q1	5.36
median	7
Q3	8.5
95-th percentile	10.58
Maximum	33.33
Range	33.33
Interquartile range (IQR)	3.14

Descriptive statistics

Standard deviation	2.597737505
Coefficient of variation (CV)	0.3782240753
Kurtosis	5.926314693
Mean	6.86825
Median Absolute Deviation (MAD)	1.575
Skewness	0.4936811534
Sum	17857.45
Variance	6.748240145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15	0.5%
7.14	11	0.4%
6.45	10	0.3%
7.25	10	0.3%
6.1	10	0.3%
7.68	9	0.3%
7.13	9	0.3%
7.75	9	0.3%
6.25	9	0.3%
5.43	9	0.3%
Other values (888)	2499	85.4%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	15	0.5%
0.25	1	< 0.1%
0.4	1	< 0.1%
0.45	1	< 0.1%
0.48	1	< 0.1%

Value	Count	Frequency (%)
33.33	1	< 0.1%
25	1	< 0.1%
23.08	1	< 0.1%
20	1	< 0.1%
19.44	1	< 0.1%

Var28
Real number (ℝ)

Missing Zeros

Distinct	721
Distinct (%)	27.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.768830769

Minimum	0
Maximum	25
Zeros	36
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.68
Q1	2.45
median	3.66
Q3	4.97
95-th percentile	6.87
Maximum	25
Range	25
Interquartile range (IQR)	2.52

Descriptive statistics

Standard deviation	1.951835182
Coefficient of variation (CV)	0.5178887835
Kurtosis	7.403080009
Mean	3.768830769
Median Absolute Deviation (MAD)	1.26
Skewness	1.109388691
Sum	9798.96
Variance	3.809660579
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	1.2%
4.44	13	0.4%
2.44	13	0.4%
3.18	12	0.4%
3.34	12	0.4%
5.07	11	0.4%
2.9	11	0.4%
4.61	10	0.3%
3	10	0.3%
3.62	10	0.3%
Other values (711)	2462	84.1%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	36	1.2%
0.13	1	< 0.1%
0.15	2	0.1%
0.17	1	< 0.1%
0.21	1	< 0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
16.67	2	0.1%
15.23	1	< 0.1%
15	1	< 0.1%
13.11	1	< 0.1%

Var29
Real number (ℝ)

Missing Zeros

Distinct	169
Distinct (%)	6.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.4758192308

Minimum	0
Maximum	4
Zeros	175
Zeros (%)	6.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.31
median	0.44
Q3	0.6
95-th percentile	0.99
Maximum	4
Range	4
Interquartile range (IQR)	0.29

Descriptive statistics

Standard deviation	0.3179312549
Coefficient of variation (CV)	0.6681765559
Kurtosis	15.62521754
Mean	0.4758192308
Median Absolute Deviation (MAD)	0.14
Skewness	2.490024749
Sum	1237.13
Variance	0.1010802828
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	175	6.0%
0.35	60	2.0%
0.51	57	1.9%
0.43	55	1.9%
0.39	53	1.8%
0.31	52	1.8%
0.42	51	1.7%
0.44	51	1.7%
0.33	51	1.7%
0.4	49	1.7%
Other values (159)	1946	66.5%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	175	6.0%
0.01	1	< 0.1%
0.02	5	0.2%
0.03	1	< 0.1%
0.04	4	0.1%

Value	Count	Frequency (%)
4	1	< 0.1%
3.23	2	0.1%
2.7	1	< 0.1%
2.63	1	< 0.1%
2.56	1	< 0.1%

Var30
Real number (ℝ)

Missing Zeros

Distinct	412
Distinct (%)	15.8%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.717473077

Minimum	0
Maximum	16.67
Zeros	65
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2795
Q1	1.16
median	1.62
Q3	2.11
95-th percentile	3.2705
Maximum	16.67
Range	16.67
Interquartile range (IQR)	0.95

Descriptive statistics

Standard deviation	1.077395378
Coefficient of variation (CV)	0.6273142747
Kurtosis	41.45127026
Mean	1.717473077
Median Absolute Deviation (MAD)	0.47
Skewness	4.099857103
Sum	4465.43
Variance	1.1607808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	65	2.2%
1.61	27	0.9%
1.53	23	0.8%
1.74	23	0.8%
1.36	23	0.8%
1.41	22	0.8%
1.78	21	0.7%
1.46	21	0.7%
1.56	21	0.7%
1.68	20	0.7%
Other values (402)	2334	79.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	65	2.2%
0.02	1	< 0.1%
0.03	1	< 0.1%
0.04	2	0.1%
0.05	2	0.1%

Value	Count	Frequency (%)
16.67	1	< 0.1%
15.38	1	< 0.1%
13.33	2	0.1%
12	1	< 0.1%
11.43	1	< 0.1%

Var31
Real number (ℝ)

Missing Zeros

Distinct	186
Distinct (%)	7.2%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.5295538462

Minimum	0
Maximum	5.49
Zeros	202
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.27
median	0.47
Q3	0.73
95-th percentile	1.18
Maximum	5.49
Range	5.49
Interquartile range (IQR)	0.46

Descriptive statistics

Standard deviation	0.4129765462
Coefficient of variation (CV)	0.7798575144
Kurtosis	18.88820797
Mean	0.5295538462
Median Absolute Deviation (MAD)	0.23
Skewness	2.647684162
Sum	1376.84
Variance	0.1705496277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	202	6.9%
0.48	44	1.5%
0.4	43	1.5%
0.47	42	1.4%
0.44	41	1.4%
0.52	41	1.4%
0.37	39	1.3%
0.35	38	1.3%
0.41	38	1.3%
0.45	36	1.2%
Other values (176)	2036	69.6%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	202	6.9%
0.01	5	0.2%
0.02	12	0.4%
0.03	7	0.2%
0.04	9	0.3%

Value	Count	Frequency (%)
5.49	1	< 0.1%
4.72	1	< 0.1%
4.35	1	< 0.1%
3.39	1	< 0.1%
3.28	1	< 0.1%

Var32
Real number (ℝ)

Missing Zeros

Distinct	130
Distinct (%)	5.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.3764692308

Minimum	0
Maximum	4.08
Zeros	224
Zeros (%)	7.7%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.24
median	0.37
Q3	0.49
95-th percentile	0.75
Maximum	4.08
Range	4.08
Interquartile range (IQR)	0.25

Descriptive statistics

Standard deviation	0.2634893182
Coefficient of variation (CV)	0.6998960253
Kurtosis	30.62253673
Mean	0.3764692308
Median Absolute Deviation (MAD)	0.13
Skewness	3.232691514
Sum	978.82
Variance	0.06942662083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	224	7.7%
0.39	66	2.3%
0.35	62	2.1%
0.38	61	2.1%
0.32	59	2.0%
0.47	57	1.9%
0.41	57	1.9%
0.45	57	1.9%
0.44	55	1.9%
0.31	55	1.9%
Other values (120)	1847	63.1%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	224	7.7%
0.01	21	0.7%
0.02	12	0.4%
0.03	6	0.2%
0.04	10	0.3%

Value	Count	Frequency (%)
4.08	1	< 0.1%
3.12	1	< 0.1%
2.88	1	< 0.1%
2.86	1	< 0.1%
2.67	1	< 0.1%

Var33
Real number (ℝ)

Missing

Distinct	546
Distinct (%)	21.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.633819231

Minimum	0
Maximum	19.05
Zeros	27
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.9795
Q1	3.02
median	3.79
Q3	4.37
95-th percentile	5.29
Maximum	19.05
Range	19.05
Interquartile range (IQR)	1.35

Descriptive statistics

Standard deviation	1.342279647
Coefficient of variation (CV)	0.369385366
Kurtosis	10.54618783
Mean	3.633819231
Median Absolute Deviation (MAD)	0.66
Skewness	0.5875534945
Sum	9447.93
Variance	1.80171465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27	0.9%
3.98	25	0.9%
4.27	22	0.8%
4.06	19	0.6%
3.5	18	0.6%
4.23	17	0.6%
3.56	16	0.5%
3.62	16	0.5%
4.67	16	0.5%
4.13	16	0.5%
Other values (536)	2408	82.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	27	0.9%
0.03	1	< 0.1%
0.04	1	< 0.1%
0.05	1	< 0.1%
0.06	2	0.1%

Value	Count	Frequency (%)
19.05	1	< 0.1%
13.33	1	< 0.1%
12.5	2	0.1%
11.63	1	< 0.1%
11.29	1	< 0.1%

Var34
Real number (ℝ)

Missing

Distinct	568
Distinct (%)	21.8%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.765503846

Minimum	0
Maximum	20
Zeros	22
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.1
Q1	4.25
median	4.86
Q3	5.4525
95-th percentile	6.58
Maximum	20
Range	20
Interquartile range (IQR)	1.2025

Descriptive statistics

Standard deviation	1.449222469
Coefficient of variation (CV)	0.3041068721
Kurtosis	11.60640504
Mean	4.765503846
Median Absolute Deviation (MAD)	0.6
Skewness	0.4695808332
Sum	12390.31
Variance	2.100245764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	25	0.9%
0	22	0.8%
4.79	22	0.8%
5.05	19	0.6%
4.76	19	0.6%
4.82	18	0.6%
4.44	18	0.6%
5.19	17	0.6%
4.84	17	0.6%
4.55	17	0.6%
Other values (558)	2406	82.2%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	22	0.8%
0.1	1	< 0.1%
0.11	1	< 0.1%
0.12	1	< 0.1%
0.13	1	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
17.65	1	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
11.76	1	< 0.1%

Var35
Real number (ℝ)

Missing

Distinct	1003
Distinct (%)	38.6%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	11.63491154

Minimum	0
Maximum	25
Zeros	10
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4.7695
Q1	10.1875
median	12.22
Q3	13.8025
95-th percentile	15.61
Maximum	25
Range	25
Interquartile range (IQR)	3.615

Descriptive statistics

Standard deviation	3.223932568
Coefficient of variation (CV)	0.2770912832
Kurtosis	1.568544583
Mean	11.63491154
Median Absolute Deviation (MAD)	1.78
Skewness	-1.039472404
Sum	30250.77
Variance	10.3937412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.2	11	0.4%
0	10	0.3%
13.75	9	0.3%
13.09	9	0.3%
13.36	9	0.3%
13.8	9	0.3%
14.62	9	0.3%
13.72	8	0.3%
14.19	8	0.3%
13.51	8	0.3%
Other values (993)	2510	85.8%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	10	0.3%
0.32	1	< 0.1%
0.54	1	< 0.1%
0.59	1	< 0.1%
0.6	1	< 0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
23.53	1	< 0.1%
22.45	1	< 0.1%
20	1	< 0.1%
19.21	1	< 0.1%

Var36
Real number (ℝ)

Missing

Distinct	782
Distinct (%)	30.1%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.173607692

Minimum	0
Maximum	18.75
Zeros	14
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.669
Q1	6.11
median	7.525
Q3	8.64
95-th percentile	9.88
Maximum	18.75
Range	18.75
Interquartile range (IQR)	2.53

Descriptive statistics

Standard deviation	2.152919433
Coefficient of variation (CV)	0.3001166952
Kurtosis	1.618664676
Mean	7.173607692
Median Absolute Deviation (MAD)	1.235
Skewness	-0.6997246227
Sum	18651.38
Variance	4.635062085
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.91	14	0.5%
0	14	0.5%
8.79	13	0.4%
8.95	12	0.4%
8.33	10	0.3%
8.76	10	0.3%
8.64	10	0.3%
7.62	10	0.3%
8.4	10	0.3%
7.93	10	0.3%
Other values (772)	2487	85.0%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	14	0.5%
0.19	1	< 0.1%
0.3	1	< 0.1%
0.38	1	< 0.1%
0.4	2	0.1%

Value	Count	Frequency (%)
18.75	1	< 0.1%
17.65	1	< 0.1%
16.67	1	< 0.1%
15.19	1	< 0.1%
14.29	1	< 0.1%

Var37
Real number (ℝ)

Missing Zeros

Distinct	375
Distinct (%)	14.4%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.139173077

Minimum	0
Maximum	12.5
Zeros	51
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.62
Q1	1.65
median	2.195
Q3	2.6225
95-th percentile	3.29
Maximum	12.5
Range	12.5
Interquartile range (IQR)	0.9725

Descriptive statistics

Standard deviation	0.9277814109
Coefficient of variation (CV)	0.4337103065
Kurtosis	21.17929004
Mean	2.139173077
Median Absolute Deviation (MAD)	0.485
Skewness	2.122609313
Sum	5561.85
Variance	0.8607783463
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	51	1.7%
2.39	29	1.0%
2.27	26	0.9%
2.54	25	0.9%
2.21	24	0.8%
2.35	23	0.8%
2.7	22	0.8%
2.02	21	0.7%
2.37	20	0.7%
2.42	20	0.7%
Other values (365)	2339	79.9%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	51	1.7%
0.03	1	< 0.1%
0.05	1	< 0.1%
0.06	3	0.1%
0.07	1	< 0.1%

Value	Count	Frequency (%)
12.5	2	0.1%
11.76	1	< 0.1%
9.38	1	< 0.1%
8.84	1	< 0.1%
8	1	< 0.1%

Var38
Real number (ℝ)

Missing

Distinct	809
Distinct (%)	31.1%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.737280769

Minimum	0
Maximum	17.74
Zeros	17
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.96
Q1	6.73
median	8.07
Q3	9.21
95-th percentile	10.641
Maximum	17.74
Range	17.74
Interquartile range (IQR)	2.48

Descriptive statistics

Standard deviation	2.249426302
Coefficient of variation (CV)	0.2907256916
Kurtosis	1.665433906
Mean	7.737280769
Median Absolute Deviation (MAD)	1.24
Skewness	-0.8775646463
Sum	20116.93
Variance	5.05991869
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17	0.6%
7.28	12	0.4%
8.68	11	0.4%
7.67	11	0.4%
7.14	11	0.4%
8.71	10	0.3%
8.16	10	0.3%
9.36	10	0.3%
8.2	10	0.3%
8.7	10	0.3%
Other values (799)	2488	85.0%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	17	0.6%
0.21	1	< 0.1%
0.44	2	0.1%
0.48	1	< 0.1%
0.59	1	< 0.1%

Value	Count	Frequency (%)
17.74	1	< 0.1%
16.67	1	< 0.1%
16.33	1	< 0.1%
14.81	1	< 0.1%
14.29	2	0.1%

Var39
Real number (ℝ)

Missing Zeros

Distinct	209
Distinct (%)	8.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.8640192308

Minimum	0
Maximum	6.67
Zeros	111
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.04
Q1	0.67
median	0.88
Q3	1.07
95-th percentile	1.43
Maximum	6.67
Range	6.67
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.43524146
Coefficient of variation (CV)	0.5037404777
Kurtosis	22.41253895
Mean	0.8640192308
Median Absolute Deviation (MAD)	0.2
Skewness	2.119804915
Sum	2246.45
Variance	0.1894351285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	111	3.8%
0.93	47	1.6%
0.8	43	1.5%
0.91	41	1.4%
0.84	41	1.4%
0.9	40	1.4%
0.81	39	1.3%
1	39	1.3%
1.01	39	1.3%
0.86	38	1.3%
Other values (199)	2122	72.5%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	111	3.8%
0.01	5	0.2%
0.02	6	0.2%
0.03	7	0.2%
0.04	6	0.2%

Value	Count	Frequency (%)
6.67	1	< 0.1%
5.17	1	< 0.1%
5	1	< 0.1%
3.85	2	0.1%
3.81	1	< 0.1%

Var40
Real number (ℝ)

Missing

Distinct	597
Distinct (%)	23.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.010469231

Minimum	0
Maximum	18.75
Zeros	26
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.11
Q1	3.32
median	4.12
Q3	4.8425
95-th percentile	5.961
Maximum	18.75
Range	18.75
Interquartile range (IQR)	1.5225

Descriptive statistics

Standard deviation	1.502476656
Coefficient of variation (CV)	0.3746386194
Kurtosis	8.480485799
Mean	4.010469231
Median Absolute Deviation (MAD)	0.75
Skewness	0.732328103
Sum	10427.22
Variance	2.257436101
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26	0.9%
4.26	18	0.6%
4.6	17	0.6%
4.43	16	0.5%
3.6	15	0.5%
4.13	15	0.5%
4.99	14	0.5%
4.21	14	0.5%
4.85	14	0.5%
4.46	14	0.5%
Other values (587)	2437	83.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	26	0.9%
0.08	2	0.1%
0.11	1	< 0.1%
0.12	2	0.1%
0.14	1	< 0.1%

Value	Count	Frequency (%)
18.75	1	< 0.1%
15.15	1	< 0.1%
14.29	1	< 0.1%
13.11	1	< 0.1%
12.9	1	< 0.1%

Var41
Real number (ℝ)

Missing

Distinct	777
Distinct (%)	29.9%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	9.504107692

Minimum	0
Maximum	26.67
Zeros	10
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4.5195
Q1	8.79
median	9.8
Q3	10.67
95-th percentile	12.2705
Maximum	26.67
Range	26.67
Interquartile range (IQR)	1.88

Descriptive statistics

Standard deviation	2.359584038
Coefficient of variation (CV)	0.2482699181
Kurtosis	6.214660608
Mean	9.504107692
Median Absolute Deviation (MAD)	0.93
Skewness	-0.728272781
Sum	24710.68
Variance	5.567636833
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.56	15	0.5%
9.98	14	0.5%
10	13	0.4%
10.22	13	0.4%
9.91	13	0.4%
10.45	13	0.4%
10.18	13	0.4%
9.76	12	0.4%
9.04	12	0.4%
9.73	12	0.4%
Other values (767)	2470	84.4%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	10	0.3%
0.27	1	< 0.1%
0.42	1	< 0.1%
0.52	1	< 0.1%
0.6	1	< 0.1%

Value	Count	Frequency (%)
26.67	2	0.1%
25	1	< 0.1%
20.37	1	< 0.1%
20	1	< 0.1%
18.37	1	< 0.1%

Var42
Real number (ℝ)

Missing Zeros

Distinct	547
Distinct (%)	21.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.549919231

Minimum	0
Maximum	20
Zeros	33
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.0295
Q1	2.96
median	3.67
Q3	4.25
95-th percentile	5.2005
Maximum	20
Range	20
Interquartile range (IQR)	1.29

Descriptive statistics

Standard deviation	1.311286913
Coefficient of variation (CV)	0.3693849994
Kurtosis	15.47531344
Mean	3.549919231
Median Absolute Deviation (MAD)	0.63
Skewness	1.045029582
Sum	9229.79
Variance	1.719473368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33	1.1%
3.81	19	0.6%
3.33	18	0.6%
3.96	17	0.6%
3.97	17	0.6%
3.47	17	0.6%
4.01	17	0.6%
4.03	16	0.5%
3.51	16	0.5%
4.08	16	0.5%
Other values (537)	2414	82.5%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	33	1.1%
0.02	1	< 0.1%
0.03	1	< 0.1%
0.04	2	0.1%
0.05	1	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
14.29	2	0.1%
13.25	1	< 0.1%
11.54	1	< 0.1%
10.94	1	< 0.1%

Var43
Real number (ℝ)

Missing Zeros

Distinct	312
Distinct (%)	12.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.505303846

Minimum	0
Maximum	14.29
Zeros	77
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1895
Q1	1.15
median	1.56
Q3	1.89
95-th percentile	2.4005
Maximum	14.29
Range	14.29
Interquartile range (IQR)	0.74

Descriptive statistics

Standard deviation	0.7352432728
Coefficient of variation (CV)	0.4884351254
Kurtosis	42.819162
Mean	1.505303846
Median Absolute Deviation (MAD)	0.36
Skewness	2.958093
Sum	3913.79
Variance	0.5405826702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	77	2.6%
1.67	32	1.1%
1.69	28	1.0%
1.91	27	0.9%
1.64	27	0.9%
1.65	25	0.9%
1.78	24	0.8%
1.61	24	0.8%
1.68	24	0.8%
1.59	23	0.8%
Other values (302)	2289	78.2%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	77	2.6%
0.02	1	< 0.1%
0.03	2	0.1%
0.04	5	0.2%
0.05	3	0.1%

Value	Count	Frequency (%)
14.29	1	< 0.1%
8.06	1	< 0.1%
7.69	1	< 0.1%
6.67	2	0.1%
6.45	1	< 0.1%

Var44
Real number (ℝ)

Missing Zeros

Distinct	350
Distinct (%)	13.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.937773077

Minimum	0
Maximum	10.57
Zeros	50
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.47
Q1	1.68
median	1.99
Q3	2.27
95-th percentile	2.84
Maximum	10.57
Range	10.57
Interquartile range (IQR)	0.59

Descriptive statistics

Standard deviation	0.7434409372
Coefficient of variation (CV)	0.3836573777
Kurtosis	14.78859465
Mean	1.937773077
Median Absolute Deviation (MAD)	0.29
Skewness	1.282824566
Sum	5038.21
Variance	0.5527044271
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	50	1.7%
2.05	35	1.2%
2.16	33	1.1%
1.99	33	1.1%
2.2	31	1.1%
2.06	29	1.0%
2.1	29	1.0%
1.85	29	1.0%
1.94	28	1.0%
1.91	28	1.0%
Other values (340)	2275	77.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	50	1.7%
0.06	1	< 0.1%
0.07	1	< 0.1%
0.09	2	0.1%
0.1	2	0.1%

Value	Count	Frequency (%)
10.57	1	< 0.1%
8.16	1	< 0.1%
8.06	1	< 0.1%
6.67	3	0.1%
6.45	1	< 0.1%

Var45
Real number (ℝ)

Missing Zeros

Distinct	421
Distinct (%)	16.2%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.128503846

Minimum	0
Maximum	45.45
Zeros	50
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.9695
Q1	1.52
median	1.91
Q3	2.43
95-th percentile	3.85
Maximum	45.45
Range	45.45
Interquartile range (IQR)	0.91

Descriptive statistics

Standard deviation	1.441222745
Coefficient of variation (CV)	0.6771060093
Kurtosis	335.9371162
Mean	2.128503846
Median Absolute Deviation (MAD)	0.44
Skewness	12.97178398
Sum	5534.11
Variance	2.077123001
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	50	1.7%
1.55	27	0.9%
1.99	25	0.9%
1.9	25	0.9%
1.61	24	0.8%
1.74	23	0.8%
1.87	22	0.8%
1.86	21	0.7%
1.76	21	0.7%
1.79	21	0.7%
Other values (411)	2341	80.0%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	50	1.7%
0.08	1	< 0.1%
0.35	1	< 0.1%
0.41	1	< 0.1%
0.44	1	< 0.1%

Value	Count	Frequency (%)
45.45	1	< 0.1%
22.22	1	< 0.1%
14.56	1	< 0.1%
13.89	1	< 0.1%
13.35	1	< 0.1%

Var46
Real number (ℝ)

Missing Zeros

Distinct	169
Distinct (%)	6.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.3222230769

Minimum	0
Maximum	16.67
Zeros	330
Zeros (%)	11.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.07
median	0.21
Q3	0.43
95-th percentile	0.94
Maximum	16.67
Range	16.67
Interquartile range (IQR)	0.36

Descriptive statistics

Standard deviation	0.5447930271
Coefficient of variation (CV)	1.690732496
Kurtosis	414.116725
Mean	0.3222230769
Median Absolute Deviation (MAD)	0.16
Skewness	15.93310652
Sum	837.78
Variance	0.2967994423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	330	11.3%
0.06	57	1.9%
0.03	56	1.9%
0.08	55	1.9%
0.16	55	1.9%
0.14	55	1.9%
0.05	54	1.8%
0.18	52	1.8%
0.04	52	1.8%
0.12	50	1.7%
Other values (159)	1784	60.9%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	330	11.3%
0.01	33	1.1%
0.02	34	1.2%
0.03	56	1.9%
0.04	52	1.8%

Value	Count	Frequency (%)
16.67	1	< 0.1%
12.5	1	< 0.1%
6.06	1	< 0.1%
4	1	< 0.1%
3.57	1	< 0.1%

Var47
Real number (ℝ)

Missing

Distinct	758
Distinct (%)	29.2%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	6.732334615

Minimum	0
Maximum	38.46
Zeros	13
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3.0595
Q1	5.72
median	6.83
Q3	7.85
95-th percentile	9.57
Maximum	38.46
Range	38.46
Interquartile range (IQR)	2.13

Descriptive statistics

Standard deviation	2.095543277
Coefficient of variation (CV)	0.3112654669
Kurtosis	21.98153496
Mean	6.732334615
Median Absolute Deviation (MAD)	1.06
Skewness	1.314590278
Sum	17504.07
Variance	4.391301627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.07	16	0.5%
7.37	14	0.5%
0	13	0.4%
6.8	12	0.4%
6.51	12	0.4%
7.94	12	0.4%
5.75	12	0.4%
7.59	11	0.4%
5.88	11	0.4%
7.2	11	0.4%
Other values (748)	2476	84.6%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	13	0.4%
0.55	1	< 0.1%
0.6	1	< 0.1%
0.81	2	0.1%
0.84	1	< 0.1%

Value	Count	Frequency (%)
38.46	1	< 0.1%
18.37	1	< 0.1%
17.14	1	< 0.1%
16.67	1	< 0.1%
16	1	< 0.1%

Var48
Real number (ℝ)

Missing Zeros

Distinct	118
Distinct (%)	4.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.2401115385

Minimum	0
Maximum	7.69
Zeros	296
Zeros (%)	10.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.11
median	0.2
Q3	0.31
95-th percentile	0.58
Maximum	7.69
Range	7.69
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.2733767494
Coefficient of variation (CV)	1.13854066
Kurtosis	255.0230815
Mean	0.2401115385
Median Absolute Deviation (MAD)	0.1
Skewness	11.27476212
Sum	624.29
Variance	0.07473484712
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	296	10.1%
0.16	76	2.6%
0.19	76	2.6%
0.22	76	2.6%
0.17	74	2.5%
0.2	72	2.5%
0.18	72	2.5%
0.21	69	2.4%
0.14	68	2.3%
0.15	67	2.3%
Other values (108)	1654	56.5%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	296	10.1%
0.01	6	0.2%
0.02	16	0.5%
0.03	27	0.9%
0.04	24	0.8%

Value	Count	Frequency (%)
7.69	1	< 0.1%
5	1	< 0.1%
3.12	1	< 0.1%
2.65	1	< 0.1%
1.57	1	< 0.1%

Var49
Real number (ℝ)

Missing Zeros

Distinct	92
Distinct (%)	3.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.1495192308

Minimum	0
Maximum	5.1
Zeros	355
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.07
median	0.13
Q3	0.19
95-th percentile	0.35
Maximum	5.1
Range	5.1
Interquartile range (IQR)	0.12

Descriptive statistics

Standard deviation	0.1790560292
Coefficient of variation (CV)	1.197545147
Kurtosis	249.290805
Mean	0.1495192308
Median Absolute Deviation (MAD)	0.06
Skewness	11.09593029
Sum	388.75
Variance	0.03206106158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	355	12.1%
0.11	145	5.0%
0.14	137	4.7%
0.13	133	4.5%
0.09	116	4.0%
0.15	116	4.0%
0.08	115	3.9%
0.1	115	3.9%
0.12	103	3.5%
0.16	102	3.5%
Other values (82)	1163	39.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	355	12.1%
0.01	5	0.2%
0.02	24	0.8%
0.03	37	1.3%
0.04	37	1.3%

Value	Count	Frequency (%)
5.1	1	< 0.1%
2.67	1	< 0.1%
1.79	1	< 0.1%
1.64	1	< 0.1%
1.45	1	< 0.1%

Var50
Real number (ℝ)

Missing Zeros

Distinct	204
Distinct (%)	7.8%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.7070538462

Minimum	0
Maximum	4.94
Zeros	116
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.09
Q1	0.48
median	0.67
Q3	0.87
95-th percentile	1.3505
Maximum	4.94
Range	4.94
Interquartile range (IQR)	0.39

Descriptive statistics

Standard deviation	0.4333408752
Coefficient of variation (CV)	0.6128824241
Kurtosis	19.08402556
Mean	0.7070538462
Median Absolute Deviation (MAD)	0.2
Skewness	2.826964466
Sum	1838.34
Variance	0.1877843141
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	116	4.0%
0.69	44	1.5%
0.67	43	1.5%
0.74	42	1.4%
0.76	39	1.3%
0.51	39	1.3%
0.63	38	1.3%
0.7	37	1.3%
0.8	36	1.2%
0.57	36	1.2%
Other values (194)	2130	72.8%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	116	4.0%
0.05	1	< 0.1%
0.06	2	0.1%
0.07	4	0.1%
0.08	4	0.1%

Value	Count	Frequency (%)
4.94	1	< 0.1%
4.69	1	< 0.1%
4.63	2	0.1%
4.17	1	< 0.1%
4	1	< 0.1%

Var51
Real number (ℝ)

Missing

Distinct	724
Distinct (%)	27.8%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	6.311211538

Minimum	0
Maximum	25
Zeros	19
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.6985
Q1	5.5
median	6.39
Q3	7.26
95-th percentile	8.981
Maximum	25
Range	25
Interquartile range (IQR)	1.76

Descriptive statistics

Standard deviation	1.877835451
Coefficient of variation (CV)	0.2975396149
Kurtosis	6.989484602
Mean	6.311211538
Median Absolute Deviation (MAD)	0.88
Skewness	0.3121158977
Sum	16409.15
Variance	3.526265981
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	0.6%
5.8	14	0.5%
5.74	14	0.5%
6.8	14	0.5%
7	14	0.5%
6.82	14	0.5%
6.78	13	0.4%
6.59	13	0.4%
6.22	13	0.4%
6.51	13	0.4%
Other values (714)	2459	84.0%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	19	0.6%
0.42	1	< 0.1%
0.56	1	< 0.1%
0.83	1	< 0.1%
0.94	1	< 0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
18.18	1	< 0.1%
16.67	1	< 0.1%
16.3	1	< 0.1%
16.13	1	< 0.1%

Var52
Real number (ℝ)

Missing

Distinct	620
Distinct (%)	23.8%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.362757692

Minimum	0
Maximum	25
Zeros	26
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.73
Q1	3.59
median	4.31
Q3	5.08
95-th percentile	6.621
Maximum	25
Range	25
Interquartile range (IQR)	1.49

Descriptive statistics

Standard deviation	1.581447499
Coefficient of variation (CV)	0.3624880434
Kurtosis	15.9268745
Mean	4.362757692
Median Absolute Deviation (MAD)	0.735
Skewness	1.624438082
Sum	11343.17
Variance	2.500976194
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26	0.9%
3.8	17	0.6%
3.87	16	0.5%
4.36	16	0.5%
3.58	16	0.5%
3.81	16	0.5%
3.73	15	0.5%
4.81	14	0.5%
3.97	14	0.5%
4.43	14	0.5%
Other values (610)	2436	83.2%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	26	0.9%
0.25	1	< 0.1%
0.45	1	< 0.1%
0.56	1	< 0.1%
0.58	1	< 0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
16.13	1	< 0.1%
15.38	1	< 0.1%
14.29	1	< 0.1%
13.33	1	< 0.1%

Var53
Real number (ℝ)

Missing Zeros

Distinct	382
Distinct (%)	14.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.916165385

Minimum	0
Maximum	18.18
Zeros	69
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.44
Q1	1.4
median	1.89
Q3	2.4
95-th percentile	3.17
Maximum	18.18
Range	18.18
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9801655263
Coefficient of variation (CV)	0.5115244927
Kurtosis	52.77600201
Mean	1.916165385
Median Absolute Deviation (MAD)	0.5
Skewness	3.82187769
Sum	4982.03
Variance	0.960724459
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	69	2.4%
1.57	23	0.8%
1.58	23	0.8%
1.81	21	0.7%
1.88	21	0.7%
1.91	20	0.7%
2.01	20	0.7%
1.79	20	0.7%
1.92	19	0.6%
1.86	19	0.6%
Other values (372)	2345	80.1%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	69	2.4%
0.08	1	< 0.1%
0.12	1	< 0.1%
0.13	1	< 0.1%
0.17	4	0.1%

Value	Count	Frequency (%)
18.18	1	< 0.1%
16.67	1	< 0.1%
10	2	0.1%
6.67	2	0.1%
6.55	1	< 0.1%

Var54
Real number (ℝ)

Missing Zeros

Distinct	114
Distinct (%)	4.4%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.2840384615

Minimum	0
Maximum	6.67
Zeros	216
Zeros (%)	7.4%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.18
median	0.27
Q3	0.36
95-th percentile	0.57
Maximum	6.67
Range	6.67
Interquartile range (IQR)	0.18

Descriptive statistics

Standard deviation	0.2556615544
Coefficient of variation (CV)	0.9000948427
Kurtosis	234.4391761
Mean	0.2840384615
Median Absolute Deviation (MAD)	0.09
Skewness	10.95924861
Sum	738.5
Variance	0.06536283038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	216	7.4%
0.25	85	2.9%
0.32	82	2.8%
0.23	82	2.8%
0.21	79	2.7%
0.28	78	2.7%
0.29	74	2.5%
0.33	74	2.5%
0.34	71	2.4%
0.27	71	2.4%
Other values (104)	1688	57.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	216	7.4%
0.01	5	0.2%
0.02	9	0.3%
0.03	16	0.5%
0.04	14	0.5%

Value	Count	Frequency (%)
6.67	1	< 0.1%
5.71	1	< 0.1%
2.86	1	< 0.1%
2.3	1	< 0.1%
2	1	< 0.1%

Var55
Real number (ℝ)

Missing Zeros

Distinct	227
Distinct (%)	8.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.7477884615

Minimum	0
Maximum	16.67
Zeros	135
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.43
median	0.67
Q3	0.97
95-th percentile	1.59
Maximum	16.67
Range	16.67
Interquartile range (IQR)	0.54

Descriptive statistics

Standard deviation	0.5990881823
Coefficient of variation (CV)	0.8011465984
Kurtosis	203.7349656
Mean	0.7477884615
Median Absolute Deviation (MAD)	0.26
Skewness	8.919444972
Sum	1944.25
Variance	0.3589066501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	135	4.6%
0.62	38	1.3%
0.56	35	1.2%
0.65	33	1.1%
0.43	32	1.1%
0.6	32	1.1%
0.71	31	1.1%
0.53	31	1.1%
0.57	30	1.0%
0.59	30	1.0%
Other values (217)	2173	74.2%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	135	4.6%
0.03	1	< 0.1%
0.04	2	0.1%
0.05	3	0.1%
0.06	4	0.1%

Value	Count	Frequency (%)
16.67	1	< 0.1%
8	1	< 0.1%
6.1	1	< 0.1%
4.56	1	< 0.1%
4.35	1	< 0.1%

Var56
Real number (ℝ)

Missing Skewed Zeros

Distinct	133
Distinct (%)	5.1%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.3706807692

Minimum	0
Maximum	18.18
Zeros	186
Zeros (%)	6.4%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.25
median	0.35
Q3	0.45
95-th percentile	0.67
Maximum	18.18
Range	18.18
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.4407952584
Coefficient of variation (CV)	1.189150598
Kurtosis	1032.908397
Mean	0.3706807692
Median Absolute Deviation (MAD)	0.1
Skewness	26.58970462
Sum	963.77
Variance	0.1943004598
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	186	6.4%
0.38	88	3.0%
0.37	86	2.9%
0.31	80	2.7%
0.35	80	2.7%
0.36	77	2.6%
0.3	71	2.4%
0.33	70	2.4%
0.39	65	2.2%
0.32	64	2.2%
Other values (123)	1733	59.2%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	186	6.4%
0.01	1	< 0.1%
0.02	3	0.1%
0.03	2	0.1%
0.04	5	0.2%

Value	Count	Frequency (%)
18.18	1	< 0.1%
4	2	0.1%
3.67	1	< 0.1%
3.57	1	< 0.1%
3.33	1	< 0.1%

Var57
Real number (ℝ)

Missing

Distinct	914
Distinct (%)	35.2%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	11.20040769

Minimum	0
Maximum	71.43
Zeros	12
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4.11
Q1	10.2
median	11.675
Q3	12.93
95-th percentile	14.63
Maximum	71.43
Range	71.43
Interquartile range (IQR)	2.73

Descriptive statistics

Standard deviation	3.22264071
Coefficient of variation (CV)	0.2877253042
Kurtosis	49.10629571
Mean	11.20040769
Median Absolute Deviation (MAD)	1.34
Skewness	1.577189047
Sum	29121.06
Variance	10.38541315
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	0.4%
11.59	12	0.4%
12.6	11	0.4%
9.81	11	0.4%
11.53	11	0.4%
12.13	10	0.3%
11.37	10	0.3%
10.2	10	0.3%
12.3	10	0.3%
12.05	10	0.3%
Other values (904)	2493	85.2%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	12	0.4%
0.53	1	< 0.1%
0.73	1	< 0.1%
0.78	1	< 0.1%
0.81	1	< 0.1%

Value	Count	Frequency (%)
71.43	1	< 0.1%
32.26	1	< 0.1%
22.62	1	< 0.1%
22.58	1	< 0.1%
22	1	< 0.1%

Var58
Real number (ℝ)

Missing Zeros

Distinct	323
Distinct (%)	12.4%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.596719231

Minimum	0
Maximum	14.29
Zeros	60
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.4195
Q1	1.3
median	1.61
Q3	1.9
95-th percentile	2.47
Maximum	14.29
Range	14.29
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.7327753551
Coefficient of variation (CV)	0.4589256151
Kurtosis	53.90671169
Mean	1.596719231
Median Absolute Deviation (MAD)	0.3
Skewness	3.823206004
Sum	4151.47
Variance	0.5369597211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	60	2.0%
1.74	32	1.1%
1.57	30	1.0%
1.88	30	1.0%
1.87	30	1.0%
1.66	29	1.0%
1.8	28	1.0%
1.68	28	1.0%
1.5	27	0.9%
1.67	27	0.9%
Other values (313)	2279	77.9%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	60	2.0%
0.04	2	0.1%
0.06	1	< 0.1%
0.07	1	< 0.1%
0.08	1	< 0.1%

Value	Count	Frequency (%)
14.29	1	< 0.1%
11.76	1	< 0.1%
7.69	1	< 0.1%
6.67	1	< 0.1%
6.45	1	< 0.1%

Var59
Real number (ℝ)

Missing Zeros

Distinct	245
Distinct (%)	9.4%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.166088462

Minimum	0
Maximum	14.29
Zeros	71
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.26
Q1	0.94
median	1.17
Q3	1.3725
95-th percentile	1.82
Maximum	14.29
Range	14.29
Interquartile range (IQR)	0.4325

Descriptive statistics

Standard deviation	0.596929594
Coefficient of variation (CV)	0.5119076414
Kurtosis	122.6439472
Mean	1.166088462
Median Absolute Deviation (MAD)	0.22
Skewness	6.770789601
Sum	3031.83
Variance	0.3563249402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	71	2.4%
1.17	45	1.5%
1.15	42	1.4%
1.19	40	1.4%
1.13	38	1.3%
1.2	38	1.3%
1.14	37	1.3%
1.24	37	1.3%
1.18	36	1.2%
1.3	36	1.2%
Other values (235)	2180	74.5%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	71	2.4%
0.03	3	0.1%
0.04	1	< 0.1%
0.05	1	< 0.1%
0.06	3	0.1%

Value	Count	Frequency (%)
14.29	1	< 0.1%
10.64	1	< 0.1%
6.98	1	< 0.1%
6.25	1	< 0.1%
5.88	2	0.1%

Var60
Real number (ℝ)

Missing Zeros

Distinct	274
Distinct (%)	10.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.3387

Minimum	0
Maximum	14.29
Zeros	73
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.18
Q1	1.06
median	1.38
Q3	1.62
95-th percentile	2.06
Maximum	14.29
Range	14.29
Interquartile range (IQR)	0.56

Descriptive statistics

Standard deviation	0.7090804449
Coefficient of variation (CV)	0.5296783782
Kurtosis	86.85141409
Mean	1.3387
Median Absolute Deviation (MAD)	0.27
Skewness	5.646317713
Sum	3480.62
Variance	0.5027950773
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	73	2.5%
1.28	35	1.2%
1.4	35	1.2%
1.46	35	1.2%
1.43	32	1.1%
1.29	32	1.1%
1.45	32	1.1%
1.37	31	1.1%
1.52	31	1.1%
1.49	31	1.1%
Other values (264)	2233	76.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	73	2.5%
0.01	1	< 0.1%
0.04	1	< 0.1%
0.06	4	0.1%
0.07	7	0.2%

Value	Count	Frequency (%)
14.29	1	< 0.1%
13.33	1	< 0.1%
9.38	1	< 0.1%
8	1	< 0.1%
6.67	2	0.1%

Var61
Real number (ℝ)

Missing Zeros

Distinct	352
Distinct (%)	13.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.900996154

Minimum	0
Maximum	12.9
Zeros	66
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.289
Q1	1.55
median	1.96
Q3	2.34
95-th percentile	2.9105
Maximum	12.9
Range	12.9
Interquartile range (IQR)	0.79

Descriptive statistics

Standard deviation	0.8096631005
Coefficient of variation (CV)	0.4259151702
Kurtosis	16.45077833
Mean	1.900996154
Median Absolute Deviation (MAD)	0.39
Skewness	1.209262657
Sum	4942.59
Variance	0.6555543363
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	66	2.3%
1.94	26	0.9%
2.04	25	0.9%
1.88	25	0.9%
2.36	23	0.8%
2.11	23	0.8%
2.21	23	0.8%
2.16	22	0.8%
1.98	22	0.8%
1.74	22	0.8%
Other values (342)	2323	79.4%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	66	2.3%
0.01	1	< 0.1%
0.02	1	< 0.1%
0.04	7	0.2%
0.05	5	0.2%

Value	Count	Frequency (%)
12.9	1	< 0.1%
7.81	1	< 0.1%
6.67	2	0.1%
6.45	1	< 0.1%
6	1	< 0.1%

Var62
Real number (ℝ)

Missing Zeros

Distinct	248
Distinct (%)	9.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.108607692

Minimum	0
Maximum	12.9
Zeros	90
Zeros (%)	3.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.13
Q1	0.88
median	1.13
Q3	1.34
95-th percentile	1.78
Maximum	12.9
Range	12.9
Interquartile range (IQR)	0.46

Descriptive statistics

Standard deviation	0.5537339618
Coefficient of variation (CV)	0.4994859459
Kurtosis	87.08101132
Mean	1.108607692
Median Absolute Deviation (MAD)	0.23
Skewness	4.735506208
Sum	2882.38
Variance	0.3066213004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	90	3.1%
1.21	42	1.4%
1.18	40	1.4%
1.02	39	1.3%
1.2	38	1.3%
1.22	37	1.3%
1.11	37	1.3%
1.25	35	1.2%
1.14	34	1.2%
1.1	34	1.2%
Other values (238)	2174	74.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	90	3.1%
0.02	1	< 0.1%
0.03	1	< 0.1%
0.04	2	0.1%
0.05	6	0.2%

Value	Count	Frequency (%)
12.9	1	< 0.1%
6.67	1	< 0.1%
5.88	1	< 0.1%
4.69	1	< 0.1%
4.5	1	< 0.1%

Var63
Real number (ℝ)

Missing Zeros

Distinct	153
Distinct (%)	5.9%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.46765

Minimum	0
Maximum	5.88
Zeros	149
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.35
median	0.45
Q3	0.56
95-th percentile	0.84
Maximum	5.88
Range	5.88
Interquartile range (IQR)	0.21

Descriptive statistics

Standard deviation	0.3093374005
Coefficient of variation (CV)	0.6614720422
Kurtosis	62.79190799
Mean	0.46765
Median Absolute Deviation (MAD)	0.1
Skewness	5.177226114
Sum	1215.89
Variance	0.09568962736
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	149	5.1%
0.48	78	2.7%
0.4	78	2.7%
0.47	76	2.6%
0.44	75	2.6%
0.41	74	2.5%
0.46	73	2.5%
0.43	72	2.5%
0.45	71	2.4%
0.38	68	2.3%
Other values (143)	1786	61.0%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	149	5.1%
0.02	1	< 0.1%
0.03	3	0.1%
0.04	4	0.1%
0.05	4	0.1%

Value	Count	Frequency (%)
5.88	1	< 0.1%
4.35	1	< 0.1%
4.08	1	< 0.1%
3.64	1	< 0.1%
3	1	< 0.1%

Var64
Real number (ℝ)

Missing Zeros

Distinct	399
Distinct (%)	15.3%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.452369231

Minimum	0
Maximum	14.29
Zeros	49
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.69
Q1	2.11
median	2.51
Q3	2.88
95-th percentile	3.631
Maximum	14.29
Range	14.29
Interquartile range (IQR)	0.77

Descriptive statistics

Standard deviation	0.8822848031
Coefficient of variation (CV)	0.3597683383
Kurtosis	14.50111768
Mean	2.452369231
Median Absolute Deviation (MAD)	0.39
Skewness	0.7505964647
Sum	6376.16
Variance	0.7784264739
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	49	1.7%
2.68	30	1.0%
2.73	28	1.0%
2.61	28	1.0%
2.87	26	0.9%
2.57	25	0.9%
2.81	24	0.8%
2.53	23	0.8%
2.36	23	0.8%
2.64	23	0.8%
Other values (389)	2321	79.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	49	1.7%
0.03	1	< 0.1%
0.05	1	< 0.1%
0.07	1	< 0.1%
0.11	1	< 0.1%

Value	Count	Frequency (%)
14.29	1	< 0.1%
7.14	1	< 0.1%
6.67	1	< 0.1%
6.45	1	< 0.1%
6.25	1	< 0.1%

Var65
Real number (ℝ)

Missing Zeros

Distinct	367
Distinct (%)	14.1%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.020380769

Minimum	0
Maximum	14.29
Zeros	66
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3095
Q1	1.61
median	2.09
Q3	2.51
95-th percentile	3.09
Maximum	14.29
Range	14.29
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	0.9091962132
Coefficient of variation (CV)	0.4500123081
Kurtosis	24.901285
Mean	2.020380769
Median Absolute Deviation (MAD)	0.45
Skewness	1.993141153
Sum	5252.99
Variance	0.8266377542
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	66	2.3%
2.36	25	0.9%
2.12	24	0.8%
2.02	23	0.8%
2.15	22	0.8%
1.9	22	0.8%
2.34	22	0.8%
1.88	22	0.8%
2.23	21	0.7%
2.35	21	0.7%
Other values (357)	2332	79.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	66	2.3%
0.01	1	< 0.1%
0.02	1	< 0.1%
0.03	2	0.1%
0.04	3	0.1%

Value	Count	Frequency (%)
14.29	1	< 0.1%
13.33	1	< 0.1%
7.81	1	< 0.1%
7.69	1	< 0.1%
7.41	1	< 0.1%

Var66
Real number (ℝ)

Missing Zeros

Distinct	381
Distinct (%)	14.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.254726923

Minimum	0
Maximum	10
Zeros	51
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.69
Q1	1.9
median	2.29
Q3	2.65
95-th percentile	3.38
Maximum	10
Range	10
Interquartile range (IQR)	0.75

Descriptive statistics

Standard deviation	0.8470436573
Coefficient of variation (CV)	0.3756746099
Kurtosis	7.692537128
Mean	2.254726923
Median Absolute Deviation (MAD)	0.37
Skewness	0.8330217313
Sum	5862.29
Variance	0.7174829573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	51	1.7%
2.34	31	1.1%
2.35	26	0.9%
2.25	25	0.9%
2.14	24	0.8%
2.33	24	0.8%
2.07	23	0.8%
2.43	22	0.8%
2.05	22	0.8%
2.24	22	0.8%
Other values (371)	2330	79.6%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	51	1.7%
0.05	1	< 0.1%
0.13	1	< 0.1%
0.16	1	< 0.1%
0.17	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
8	2	0.1%
7.69	1	< 0.1%
7	1	< 0.1%
6.67	2	0.1%

Var67
Real number (ℝ)

Missing Zeros

Distinct	238
Distinct (%)	9.2%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.003380769

Minimum	0
Maximum	7.5
Zeros	87
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.18
Q1	0.78
median	0.98
Q3	1.19
95-th percentile	1.69
Maximum	7.5
Range	7.5
Interquartile range (IQR)	0.41

Descriptive statistics

Standard deviation	0.5270849448
Coefficient of variation (CV)	0.5253089963
Kurtosis	26.7950857
Mean	1.003380769
Median Absolute Deviation (MAD)	0.21
Skewness	3.09506347
Sum	2608.79
Variance	0.2778185391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	87	3.0%
0.99	45	1.5%
0.92	44	1.5%
0.89	44	1.5%
1	41	1.4%
0.93	41	1.4%
1.02	39	1.3%
0.96	38	1.3%
1.11	38	1.3%
0.98	38	1.3%
Other values (228)	2145	73.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	87	3.0%
0.02	2	0.1%
0.03	1	< 0.1%
0.04	1	< 0.1%
0.06	2	0.1%

Value	Count	Frequency (%)
7.5	1	< 0.1%
6.67	1	< 0.1%
6.25	1	< 0.1%
5.71	1	< 0.1%
5.14	1	< 0.1%

Var68
Real number (ℝ)

Missing Zeros

Distinct	171
Distinct (%)	6.6%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.5724807692

Minimum	0
Maximum	5
Zeros	150
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.4
median	0.56
Q3	0.71
95-th percentile	1.0605
Maximum	5
Range	5
Interquartile range (IQR)	0.31

Descriptive statistics

Standard deviation	0.3579086678
Coefficient of variation (CV)	0.6251889793
Kurtosis	29.19571082
Mean	0.5724807692
Median Absolute Deviation (MAD)	0.15
Skewness	3.348295419
Sum	1488.45
Variance	0.1280986145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	150	5.1%
0.46	58	2.0%
0.58	56	1.9%
0.54	55	1.9%
0.53	53	1.8%
0.66	51	1.7%
0.61	51	1.7%
0.43	51	1.7%
0.65	51	1.7%
0.6	49	1.7%
Other values (161)	1975	67.5%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	150	5.1%
0.02	2	0.1%
0.03	3	0.1%
0.04	4	0.1%
0.05	4	0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4.35	1	< 0.1%
4	3	0.1%
3.85	1	< 0.1%
3.3	1	< 0.1%

Var69
Real number (ℝ)

Missing Zeros

Distinct	155
Distinct (%)	6.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.4937692308

Minimum	0
Maximum	3.85
Zeros	158
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.34
median	0.47
Q3	0.61
95-th percentile	0.91
Maximum	3.85
Range	3.85
Interquartile range (IQR)	0.27

Descriptive statistics

Standard deviation	0.3125350071
Coefficient of variation (CV)	0.6329576401
Kurtosis	21.41951507
Mean	0.4937692308
Median Absolute Deviation (MAD)	0.14
Skewness	2.966241836
Sum	1283.8
Variance	0.09767813064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	158	5.4%
0.44	67	2.3%
0.48	62	2.1%
0.43	56	1.9%
0.52	53	1.8%
0.6	53	1.8%
0.5	53	1.8%
0.46	52	1.8%
0.49	52	1.8%
0.41	52	1.8%
Other values (145)	1942	66.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	158	5.4%
0.03	1	< 0.1%
0.04	1	< 0.1%
0.05	2	0.1%
0.06	2	0.1%

Value	Count	Frequency (%)
3.85	1	< 0.1%
3.57	1	< 0.1%
3.3	1	< 0.1%
3.12	1	< 0.1%
3.07	1	< 0.1%

Var70
Real number (ℝ)

Missing Zeros

Distinct	441
Distinct (%)	17.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.174923077

Minimum	0
Maximum	25
Zeros	56
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.62
Q1	1.48
median	2.06
Q3	2.71
95-th percentile	3.8905
Maximum	25
Range	25
Interquartile range (IQR)	1.23

Descriptive statistics

Standard deviation	1.184357808
Coefficient of variation (CV)	0.5445515849
Kurtosis	61.5064585
Mean	2.174923077
Median Absolute Deviation (MAD)	0.61
Skewness	4.216059024
Sum	5654.8
Variance	1.402703418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	56	1.9%
2.04	24	0.8%
1.83	24	0.8%
2.13	22	0.8%
2.33	19	0.6%
2.08	19	0.6%
2.49	18	0.6%
2.05	18	0.6%
2.26	16	0.5%
1.69	16	0.5%
Other values (431)	2368	80.9%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	56	1.9%
0.13	1	< 0.1%
0.18	1	< 0.1%
0.23	1	< 0.1%
0.24	1	< 0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
13.33	2	0.1%
10.19	1	< 0.1%
10	1	< 0.1%
9.88	1	< 0.1%

Var71
Real number (ℝ)

Missing Zeros

Distinct	217
Distinct (%)	8.3%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.7120653846

Minimum	0
Maximum	12.5
Zeros	141
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.41
median	0.64
Q3	0.92
95-th percentile	1.44
Maximum	12.5
Range	12.5
Interquartile range (IQR)	0.51

Descriptive statistics

Standard deviation	0.5499352541
Coefficient of variation (CV)	0.7723100519
Kurtosis	101.0984616
Mean	0.7120653846
Median Absolute Deviation (MAD)	0.25
Skewness	6.371905398
Sum	1851.37
Variance	0.3024287837
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	141	4.8%
0.65	42	1.4%
0.59	40	1.4%
0.42	35	1.2%
0.77	35	1.2%
0.61	35	1.2%
0.44	34	1.2%
0.84	34	1.2%
0.64	33	1.1%
0.34	32	1.1%
Other values (207)	2139	73.1%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	141	4.8%
0.02	1	< 0.1%
0.04	1	< 0.1%
0.05	1	< 0.1%
0.06	5	0.2%

Value	Count	Frequency (%)
12.5	1	< 0.1%
6.67	2	0.1%
6.06	1	< 0.1%
6	1	< 0.1%
5	1	< 0.1%

Var72
Real number (ℝ)

Missing Zeros

Distinct	173
Distinct (%)	6.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.4858846154

Minimum	0
Maximum	6.67
Zeros	156
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.3
median	0.43
Q3	0.59
95-th percentile	1.0405
Maximum	6.67
Range	6.67
Interquartile range (IQR)	0.29

Descriptive statistics

Standard deviation	0.384932031
Coefficient of variation (CV)	0.7922293047
Kurtosis	46.49371115
Mean	0.4858846154
Median Absolute Deviation (MAD)	0.15
Skewness	4.711156263
Sum	1263.3
Variance	0.1481726685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	156	5.3%
0.36	60	2.0%
0.41	59	2.0%
0.37	56	1.9%
0.39	56	1.9%
0.38	55	1.9%
0.43	54	1.8%
0.47	54	1.8%
0.26	52	1.8%
0.34	52	1.8%
Other values (163)	1946	66.5%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	156	5.3%
0.02	1	< 0.1%
0.04	4	0.1%
0.06	6	0.2%
0.07	1	< 0.1%

Value	Count	Frequency (%)
6.67	1	< 0.1%
5.12	1	< 0.1%
4.08	1	< 0.1%
3.7	1	< 0.1%
3.37	1	< 0.1%

Var73
Real number (ℝ)

Missing Zeros

Distinct	184
Distinct (%)	7.1%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.48315

Minimum	0
Maximum	12.5
Zeros	185
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.23
median	0.4
Q3	0.65
95-th percentile	1.13
Maximum	12.5
Range	12.5
Interquartile range (IQR)	0.42

Descriptive statistics

Standard deviation	0.48439071
Coefficient of variation (CV)	1.00256796
Kurtosis	173.9246736
Mean	0.48315
Median Absolute Deviation (MAD)	0.19
Skewness	8.911317443
Sum	1256.19
Variance	0.2346343599
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	185	6.3%
0.23	50	1.7%
0.4	47	1.6%
0.25	44	1.5%
0.27	44	1.5%
0.33	44	1.5%
0.26	43	1.5%
0.32	42	1.4%
0.31	41	1.4%
0.37	40	1.4%
Other values (174)	2020	69.0%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	185	6.3%
0.02	3	0.1%
0.03	10	0.3%
0.04	12	0.4%
0.05	8	0.3%

Value	Count	Frequency (%)
12.5	1	< 0.1%
7.14	1	< 0.1%
6.29	1	< 0.1%
5.22	1	< 0.1%
4.56	1	< 0.1%

Var74
Real number (ℝ)

Missing Zeros

Distinct	224
Distinct (%)	8.6%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.5954576923

Minimum	0
Maximum	9.26
Zeros	160
Zeros (%)	5.5%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.3
median	0.51
Q3	0.75
95-th percentile	1.39
Maximum	9.26
Range	9.26
Interquartile range (IQR)	0.45

Descriptive statistics

Standard deviation	0.564258957
Coefficient of variation (CV)	0.9476054543
Kurtosis	50.91281246
Mean	0.5954576923
Median Absolute Deviation (MAD)	0.22
Skewness	5.263283864
Sum	1548.19
Variance	0.3183881706
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	160	5.5%
0.32	47	1.6%
0.54	43	1.5%
0.39	41	1.4%
0.35	39	1.3%
0.59	38	1.3%
0.57	37	1.3%
0.4	37	1.3%
0.34	35	1.2%
0.42	35	1.2%
Other values (214)	2088	71.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	160	5.5%
0.02	1	< 0.1%
0.03	3	0.1%
0.04	3	0.1%
0.05	2	0.1%

Value	Count	Frequency (%)
9.26	1	< 0.1%
6.67	3	0.1%
6.17	1	< 0.1%
5.45	1	< 0.1%
5.4	1	< 0.1%

Var75
Real number (ℝ)

Missing

Distinct	932
Distinct (%)	35.8%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	11.30073462

Minimum	0
Maximum	29.49
Zeros	7
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	5.629
Q1	10.1875
median	11.48
Q3	12.83
95-th percentile	15.191
Maximum	29.49
Range	29.49
Interquartile range (IQR)	2.6425

Descriptive statistics

Standard deviation	2.87744054
Coefficient of variation (CV)	0.2546242026
Kurtosis	3.802298061
Mean	11.30073462
Median Absolute Deviation (MAD)	1.32
Skewness	-0.4680704549
Sum	29381.91
Variance	8.279664062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.35	13	0.4%
11.44	12	0.4%
11.56	12	0.4%
11.65	11	0.4%
10.67	10	0.3%
10.81	10	0.3%
10.25	9	0.3%
10.91	9	0.3%
11.45	9	0.3%
12.26	9	0.3%
Other values (922)	2496	85.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	7	0.2%
0.6	1	< 0.1%
0.77	1	< 0.1%
0.9	1	< 0.1%
0.92	1	< 0.1%

Value	Count	Frequency (%)
29.49	1	< 0.1%
25.64	1	< 0.1%
25.11	1	< 0.1%
25	1	< 0.1%
24.1	1	< 0.1%

Var76
Real number (ℝ)

Missing Zeros

Distinct	305
Distinct (%)	11.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.490696154

Minimum	0
Maximum	12.16
Zeros	64
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.33
Q1	1.25
median	1.5
Q3	1.74
95-th percentile	2.3105
Maximum	12.16
Range	12.16
Interquartile range (IQR)	0.49

Descriptive statistics

Standard deviation	0.6613289639
Coefficient of variation (CV)	0.443637667
Kurtosis	43.94817664
Mean	1.490696154
Median Absolute Deviation (MAD)	0.24
Skewness	3.405560472
Sum	3875.81
Variance	0.4373559984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	64	2.2%
1.53	41	1.4%
1.54	36	1.2%
1.5	36	1.2%
1.6	35	1.2%
1.48	35	1.2%
1.4	35	1.2%
1.43	34	1.2%
1.38	34	1.2%
1.42	33	1.1%
Other values (295)	2217	75.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	64	2.2%
0.06	1	< 0.1%
0.07	1	< 0.1%
0.08	1	< 0.1%
0.09	2	0.1%

Value	Count	Frequency (%)
12.16	1	< 0.1%
10	1	< 0.1%
7.69	1	< 0.1%
6.45	1	< 0.1%
6.41	1	< 0.1%

Var77
Real number (ℝ)

Missing

Distinct	559
Distinct (%)	21.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.778153846

Minimum	0
Maximum	16.67
Zeros	26
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.3395
Q1	4.28
median	4.86
Q3	5.4325
95-th percentile	6.58
Maximum	16.67
Range	16.67
Interquartile range (IQR)	1.1525

Descriptive statistics

Standard deviation	1.33700085
Coefficient of variation (CV)	0.2798153624
Kurtosis	6.95001957
Mean	4.778153846
Median Absolute Deviation (MAD)	0.58
Skewness	0.07586580877
Sum	12423.2
Variance	1.787571273
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26	0.9%
4.98	20	0.7%
5.11	18	0.6%
4.5	18	0.6%
5.08	18	0.6%
5.19	18	0.6%
4.82	17	0.6%
5.17	17	0.6%
4.53	17	0.6%
4.96	17	0.6%
Other values (549)	2414	82.5%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	26	0.9%
0.16	1	< 0.1%
0.23	1	< 0.1%
0.36	1	< 0.1%
0.39	1	< 0.1%

Value	Count	Frequency (%)
16.67	1	< 0.1%
14.29	1	< 0.1%
13.33	1	< 0.1%
12.5	1	< 0.1%
11.83	1	< 0.1%

Var78
Real number (ℝ)

Missing

Distinct	675
Distinct (%)	26.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	5.12055

Minimum	0
Maximum	23.08
Zeros	19
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.84
Q1	4.3375
median	5.15
Q3	5.97
95-th percentile	7.6405
Maximum	23.08
Range	23.08
Interquartile range (IQR)	1.6325

Descriptive statistics

Standard deviation	1.788035921
Coefficient of variation (CV)	0.3491882554
Kurtosis	9.940131206
Mean	5.12055
Median Absolute Deviation (MAD)	0.82
Skewness	0.9903959711
Sum	13313.43
Variance	3.197072456
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	0.6%
4.74	16	0.5%
5.01	16	0.5%
5.04	15	0.5%
5.15	14	0.5%
4.44	14	0.5%
5.14	14	0.5%
4.83	14	0.5%
5.38	14	0.5%
5.3	13	0.4%
Other values (665)	2451	83.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	19	0.6%
0.27	1	< 0.1%
0.33	1	< 0.1%
0.35	1	< 0.1%
0.41	1	< 0.1%

Value	Count	Frequency (%)
23.08	1	< 0.1%
19.44	1	< 0.1%
18.75	1	< 0.1%
17.95	1	< 0.1%
16	1	< 0.1%

Var79
Real number (ℝ)

Missing Zeros

Distinct	380
Distinct (%)	14.6%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.625853846

Minimum	0
Maximum	14.29
Zeros	55
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.5395
Q1	1.12
median	1.47
Q3	1.95
95-th percentile	3.1405
Maximum	14.29
Range	14.29
Interquartile range (IQR)	0.83

Descriptive statistics

Standard deviation	0.9540190808
Coefficient of variation (CV)	0.586780345
Kurtosis	30.73073885
Mean	1.625853846
Median Absolute Deviation (MAD)	0.4
Skewness	3.592888068
Sum	4227.22
Variance	0.9101524065
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	55	1.9%
1.1	27	0.9%
1.28	26	0.9%
1.43	25	0.9%
1.35	23	0.8%
1.33	22	0.8%
1.63	22	0.8%
1.15	22	0.8%
1.62	22	0.8%
1.52	21	0.7%
Other values (370)	2335	79.8%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	55	1.9%
0.13	1	< 0.1%
0.17	1	< 0.1%
0.18	1	< 0.1%
0.19	2	0.1%

Value	Count	Frequency (%)
14.29	1	< 0.1%
12.5	1	< 0.1%
11.76	1	< 0.1%
10.12	1	< 0.1%
9.3	1	< 0.1%

Var80
Real number (ℝ)

Missing Zeros

Distinct	317
Distinct (%)	12.2%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.450357692

Minimum	0
Maximum	14.29
Zeros	63
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.4895
Q1	1.15
median	1.39
Q3	1.67
95-th percentile	2.4205
Maximum	14.29
Range	14.29
Interquartile range (IQR)	0.52

Descriptive statistics

Standard deviation	0.7374353631
Coefficient of variation (CV)	0.5084506856
Kurtosis	76.27640375
Mean	1.450357692
Median Absolute Deviation (MAD)	0.26
Skewness	5.432236427
Sum	3770.93
Variance	0.5438109147
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	63	2.2%
1.3	35	1.2%
1.32	35	1.2%
1.18	34	1.2%
1.22	33	1.1%
1.43	33	1.1%
1.27	33	1.1%
1.33	32	1.1%
1.35	32	1.1%
1.52	31	1.1%
Other values (307)	2239	76.5%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	63	2.2%
0.14	1	< 0.1%
0.15	1	< 0.1%
0.17	1	< 0.1%
0.19	3	0.1%

Value	Count	Frequency (%)
14.29	1	< 0.1%
13.89	1	< 0.1%
9.65	1	< 0.1%
7.01	1	< 0.1%
6.23	1	< 0.1%

Var81
Real number (ℝ)

Missing Zeros

Distinct	352
Distinct (%)	13.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.768303846

Minimum	0
Maximum	12.5
Zeros	58
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.6995
Q1	1.35
median	1.7
Q3	2.08
95-th percentile	2.9505
Maximum	12.5
Range	12.5
Interquartile range (IQR)	0.73

Descriptive statistics

Standard deviation	0.8331387686
Coefficient of variation (CV)	0.4711513637
Kurtosis	36.23854457
Mean	1.768303846
Median Absolute Deviation (MAD)	0.37
Skewness	3.51558496
Sum	4597.59
Variance	0.6941202078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	58	2.0%
1.48	28	1.0%
1.92	27	0.9%
1.56	26	0.9%
1.61	26	0.9%
1.74	26	0.9%
1.6	25	0.9%
1.75	25	0.9%
1.79	24	0.8%
1.47	23	0.8%
Other values (342)	2312	79.0%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	58	2.0%
0.16	1	< 0.1%
0.25	1	< 0.1%
0.29	1	< 0.1%
0.32	1	< 0.1%

Value	Count	Frequency (%)
12.5	3	0.1%
8.93	1	< 0.1%
6.76	1	< 0.1%
6.45	1	< 0.1%
6.26	1	< 0.1%

Var82
Real number (ℝ)

Missing Zeros

Distinct	156
Distinct (%)	6.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.4259461538

Minimum	0
Maximum	16.67
Zeros	183
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.25
median	0.36
Q3	0.52
95-th percentile	0.9
Maximum	16.67
Range	16.67
Interquartile range (IQR)	0.27

Descriptive statistics

Standard deviation	0.5275528353
Coefficient of variation (CV)	1.238543488
Kurtosis	467.0354892
Mean	0.4259461538
Median Absolute Deviation (MAD)	0.13
Skewness	17.700849
Sum	1107.46
Variance	0.278311994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	183	6.3%
0.28	64	2.2%
0.35	64	2.2%
0.29	63	2.2%
0.32	61	2.1%
0.33	59	2.0%
0.27	58	2.0%
0.31	57	1.9%
0.36	55	1.9%
0.37	55	1.9%
Other values (146)	1881	64.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	183	6.3%
0.03	1	< 0.1%
0.04	5	0.2%
0.05	2	0.1%
0.06	6	0.2%

Value	Count	Frequency (%)
16.67	1	< 0.1%
12.5	1	< 0.1%
6.67	1	< 0.1%
6.25	1	< 0.1%
5.13	1	< 0.1%

Var83
Real number (ℝ)

Missing Zeros

Distinct	218
Distinct (%)	8.4%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.7044461538

Minimum	0
Maximum	9.3
Zeros	111
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.13
Q1	0.45
median	0.63
Q3	0.85
95-th percentile	1.42
Maximum	9.3
Range	9.3
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.5228975574
Coefficient of variation (CV)	0.7422817976
Kurtosis	63.33023786
Mean	0.7044461538
Median Absolute Deviation (MAD)	0.19
Skewness	5.576130136
Sum	1831.56
Variance	0.2734218555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	111	3.8%
0.58	48	1.6%
0.6	46	1.6%
0.56	44	1.5%
0.62	43	1.5%
0.68	42	1.4%
0.5	41	1.4%
0.67	39	1.3%
0.65	37	1.3%
0.61	37	1.3%
Other values (208)	2112	72.2%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	111	3.8%
0.05	1	< 0.1%
0.07	2	0.1%
0.08	3	0.1%
0.09	2	0.1%

Value	Count	Frequency (%)
9.3	1	< 0.1%
8	1	< 0.1%
7.27	1	< 0.1%
5.41	2	0.1%
4.76	1	< 0.1%

Var84
Real number (ℝ)

Missing Skewed Zeros

Distinct	149
Distinct (%)	5.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.3613730769

Minimum	0
Maximum	18.18
Zeros	209
Zeros (%)	7.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.2
median	0.31
Q3	0.44
95-th percentile	0.7905
Maximum	18.18
Range	18.18
Interquartile range (IQR)	0.24

Descriptive statistics

Standard deviation	0.461729938
Coefficient of variation (CV)	1.277709845
Kurtosis	861.6212789
Mean	0.3613730769
Median Absolute Deviation (MAD)	0.12
Skewness	23.44126613
Sum	939.57
Variance	0.2131945356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	209	7.1%
0.3	69	2.4%
0.29	65	2.2%
0.27	63	2.2%
0.31	61	2.1%
0.39	60	2.0%
0.24	59	2.0%
0.35	59	2.0%
0.41	59	2.0%
0.28	59	2.0%
Other values (139)	1837	62.8%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	209	7.1%
0.02	1	< 0.1%
0.03	1	< 0.1%
0.04	9	0.3%
0.05	11	0.4%

Value	Count	Frequency (%)
18.18	1	< 0.1%
4.82	1	< 0.1%
4.25	1	< 0.1%
4.01	1	< 0.1%
3.69	1	< 0.1%

Var85
Real number (ℝ)

Missing Zeros

Distinct	111
Distinct (%)	4.3%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.1927192308

Minimum	0
Maximum	4.88
Zeros	329
Zeros (%)	11.2%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.09
median	0.16
Q3	0.24
95-th percentile	0.48
Maximum	4.88
Range	4.88
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.2174410226
Coefficient of variation (CV)	1.128278801
Kurtosis	101.4158588
Mean	0.1927192308
Median Absolute Deviation (MAD)	0.08
Skewness	6.892887943
Sum	501.07
Variance	0.04728059832
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	329	11.2%
0.12	115	3.9%
0.11	109	3.7%
0.15	108	3.7%
0.14	98	3.3%
0.1	94	3.2%
0.16	93	3.2%
0.17	91	3.1%
0.13	88	3.0%
0.19	85	2.9%
Other values (101)	1390	47.5%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	329	11.2%
0.01	1	< 0.1%
0.02	22	0.8%
0.03	22	0.8%
0.04	29	1.0%

Value	Count	Frequency (%)
4.88	1	< 0.1%
2.39	1	< 0.1%
2.22	1	< 0.1%
2.04	1	< 0.1%
2	1	< 0.1%

Var86
Real number (ℝ)

Missing Zeros

Distinct	254
Distinct (%)	9.8%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.7797807692

Minimum	0
Maximum	4.85
Zeros	138
Zeros (%)	4.7%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.42
median	0.685
Q3	1.02
95-th percentile	1.8205
Maximum	4.85
Range	4.85
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.5500075116
Coefficient of variation (CV)	0.7053360807
Kurtosis	4.978485661
Mean	0.7797807692
Median Absolute Deviation (MAD)	0.285
Skewness	1.602104763
Sum	2027.43
Variance	0.3025082628
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	138	4.7%
0.43	38	1.3%
0.48	34	1.2%
0.71	30	1.0%
0.47	30	1.0%
0.5	29	1.0%
0.44	28	1.0%
0.64	28	1.0%
0.85	28	1.0%
0.6	27	0.9%
Other values (244)	2190	74.8%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	138	4.7%
0.05	1	< 0.1%
0.06	2	0.1%
0.07	4	0.1%
0.08	7	0.2%

Value	Count	Frequency (%)
4.85	1	< 0.1%
4.43	1	< 0.1%
4.37	1	< 0.1%
3.84	1	< 0.1%
3.57	1	< 0.1%

Var87
Real number (ℝ)

Missing Zeros

Distinct	108
Distinct (%)	4.2%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.2132307692

Minimum	0
Maximum	4.92
Zeros	288
Zeros (%)	9.8%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.11
median	0.18
Q3	0.27
95-th percentile	0.49
Maximum	4.92
Range	4.92
Interquartile range (IQR)	0.16

Descriptive statistics

Standard deviation	0.2373565961
Coefficient of variation (CV)	1.11314421
Kurtosis	134.1653998
Mean	0.2132307692
Median Absolute Deviation (MAD)	0.08
Skewness	8.92983498
Sum	554.4
Variance	0.05633815373
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	288	9.8%
0.17	121	4.1%
0.13	95	3.2%
0.12	93	3.2%
0.11	87	3.0%
0.18	86	2.9%
0.16	84	2.9%
0.15	83	2.8%
0.19	81	2.8%
0.22	80	2.7%
Other values (98)	1502	51.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	288	9.8%
0.01	2	0.1%
0.02	8	0.3%
0.03	18	0.6%
0.04	20	0.7%

Value	Count	Frequency (%)
4.92	1	< 0.1%
4.08	1	< 0.1%
3.85	1	< 0.1%
3.39	1	< 0.1%
3.12	1	< 0.1%

Var88
Real number (ℝ)

Missing Zeros

Distinct	100
Distinct (%)	3.8%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.2367961538

Minimum	0
Maximum	6.67
Zeros	281
Zeros (%)	9.6%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.14
median	0.22
Q3	0.31
95-th percentile	0.48
Maximum	6.67
Range	6.67
Interquartile range (IQR)	0.17

Descriptive statistics

Standard deviation	0.2309346751
Coefficient of variation (CV)	0.9752467315
Kurtosis	277.3985028
Mean	0.2367961538
Median Absolute Deviation (MAD)	0.09
Skewness	11.93000843
Sum	615.67
Variance	0.05333082415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	281	9.6%
0.2	90	3.1%
0.27	86	2.9%
0.21	85	2.9%
0.22	84	2.9%
0.17	82	2.8%
0.24	82	2.8%
0.26	81	2.8%
0.16	78	2.7%
0.15	77	2.6%
Other values (90)	1574	53.8%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	281	9.6%
0.01	10	0.3%
0.02	17	0.6%
0.03	20	0.7%
0.04	21	0.7%

Value	Count	Frequency (%)
6.67	1	< 0.1%
4.17	1	< 0.1%
3.03	1	< 0.1%
2.56	1	< 0.1%
1.84	1	< 0.1%

Var89
Real number (ℝ)

Missing

Distinct	1113
Distinct (%)	42.8%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	10.01369615

Minimum	0
Maximum	86.3
Zeros	16
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4.377
Q1	7.86
median	9.76
Q3	11.68
95-th percentile	15.813
Maximum	86.3
Range	86.3
Interquartile range (IQR)	3.82

Descriptive statistics

Standard deviation	4.322893751
Coefficient of variation (CV)	0.4316981147
Kurtosis	61.73790031
Mean	10.01369615
Median Absolute Deviation (MAD)	1.91
Skewness	4.696740201
Sum	26035.61
Variance	18.68741038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16	0.5%
7.69	10	0.3%
9.6	10	0.3%
9.47	9	0.3%
10.67	8	0.3%
8.77	8	0.3%
9.7	8	0.3%
9.5	8	0.3%
9.46	8	0.3%
9.52	7	0.2%
Other values (1103)	2508	85.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	16	0.5%
0.55	1	< 0.1%
1.16	1	< 0.1%
1.53	1	< 0.1%
1.57	1	< 0.1%

Value	Count	Frequency (%)
86.3	1	< 0.1%
70.37	1	< 0.1%
53.56	1	< 0.1%
44.22	1	< 0.1%
42.86	1	< 0.1%

Var90
Real number (ℝ)

Missing Zeros

Distinct	532
Distinct (%)	20.5%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.674473077

Minimum	0
Maximum	90.41
Zeros	47
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.72
Q1	1.75
median	2.495
Q3	3.27
95-th percentile	4.6605
Maximum	90.41
Range	90.41
Interquartile range (IQR)	1.52

Descriptive statistics

Standard deviation	2.572783115
Coefficient of variation (CV)	0.9619775714
Kurtosis	581.2111353
Mean	2.674473077
Median Absolute Deviation (MAD)	0.765
Skewness	19.6415713
Sum	6953.63
Variance	6.619212958
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	47	1.6%
2.81	17	0.6%
2.8	16	0.5%
2.27	15	0.5%
2.88	15	0.5%
2.74	14	0.5%
1.86	14	0.5%
1.94	14	0.5%
2.84	14	0.5%
3.21	14	0.5%
Other values (522)	2420	82.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	47	1.6%
0.07	2	0.1%
0.14	1	< 0.1%
0.15	1	< 0.1%
0.17	1	< 0.1%

Value	Count	Frequency (%)
90.41	1	< 0.1%
46.42	1	< 0.1%
37.85	1	< 0.1%
35.62	1	< 0.1%
31.35	1	< 0.1%

Var91
Real number (ℝ)

Missing Zeros

Distinct	824
Distinct (%)	31.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.840953846

Minimum	0
Maximum	32.88
Zeros	42
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.89
Q1	2.1275
median	3.36
Q3	5.0225
95-th percentile	8.211
Maximum	32.88
Range	32.88
Interquartile range (IQR)	2.895

Descriptive statistics

Standard deviation	2.476618653
Coefficient of variation (CV)	0.6447926094
Kurtosis	11.47921177
Mean	3.840953846
Median Absolute Deviation (MAD)	1.38
Skewness	1.983169894
Sum	9986.48
Variance	6.133639952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	42	1.4%
2.43	14	0.5%
2.86	11	0.4%
2.65	11	0.4%
2.4	11	0.4%
2.52	11	0.4%
2.96	11	0.4%
1.61	11	0.4%
1.84	10	0.3%
2.79	10	0.3%
Other values (814)	2458	84.0%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	42	1.4%
0.17	1	< 0.1%
0.18	1	< 0.1%
0.2	2	0.1%
0.21	2	0.1%

Value	Count	Frequency (%)
32.88	1	< 0.1%
25.76	1	< 0.1%
18.64	1	< 0.1%
17.29	1	< 0.1%
15.31	1	< 0.1%

Var92
Real number (ℝ)

Missing Zeros

Distinct	171
Distinct (%)	6.6%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.2686192308

Minimum	0
Maximum	16.13
Zeros	413
Zeros (%)	14.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.05
median	0.15
Q3	0.35
95-th percentile	0.9
Maximum	16.13
Range	16.13
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.4617264151
Coefficient of variation (CV)	1.718888159
Kurtosis	538.8098484
Mean	0.2686192308
Median Absolute Deviation (MAD)	0.13
Skewness	16.7868548
Sum	698.41
Variance	0.2131912824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	413	14.1%
0.07	82	2.8%
0.08	78	2.7%
0.09	77	2.6%
0.05	67	2.3%
0.06	65	2.2%
0.04	63	2.2%
0.12	62	2.1%
0.1	62	2.1%
0.11	61	2.1%
Other values (161)	1570	53.6%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	413	14.1%
0.01	21	0.7%
0.02	44	1.5%
0.03	60	2.0%
0.04	63	2.2%

Value	Count	Frequency (%)
16.13	1	< 0.1%
3.62	1	< 0.1%
2.82	1	< 0.1%
2.77	1	< 0.1%
2.58	1	< 0.1%

Var93
Real number (ℝ)

Missing Zeros

Distinct	311
Distinct (%)	12.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.287746154

Minimum	0
Maximum	14
Zeros	95
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.31
Q1	0.87
median	1.2
Q3	1.59
95-th percentile	2.43
Maximum	14
Range	14
Interquartile range (IQR)	0.72

Descriptive statistics

Standard deviation	0.781928485
Coefficient of variation (CV)	0.6072070048
Kurtosis	48.63801549
Mean	1.287746154
Median Absolute Deviation (MAD)	0.35
Skewness	4.200903759
Sum	3348.14
Variance	0.6114121556
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	95	3.2%
1.12	32	1.1%
0.98	30	1.0%
1.02	29	1.0%
1.01	27	0.9%
1.14	26	0.9%
0.68	25	0.9%
1.43	25	0.9%
1.33	25	0.9%
1.32	24	0.8%
Other values (301)	2262	77.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	95	3.2%
0.09	1	< 0.1%
0.12	1	< 0.1%
0.13	1	< 0.1%
0.17	1	< 0.1%

Value	Count	Frequency (%)
14	1	< 0.1%
12.33	1	< 0.1%
8.12	1	< 0.1%
6.98	1	< 0.1%
6.95	1	< 0.1%

Var94
Real number (ℝ)

Missing Zeros

Distinct	728
Distinct (%)	28.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.80375

Minimum	0
Maximum	34.95
Zeros	54
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.37
Q1	1.1575
median	2.11
Q3	3.6225
95-th percentile	7.54
Maximum	34.95
Range	34.95
Interquartile range (IQR)	2.465

Descriptive statistics

Standard deviation	2.6691181
Coefficient of variation (CV)	0.9519814892
Kurtosis	22.24586641
Mean	2.80375
Median Absolute Deviation (MAD)	1.09
Skewness	3.429128218
Sum	7289.75
Variance	7.124191434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	54	1.8%
1.13	16	0.5%
1.6	15	0.5%
1.07	13	0.4%
1.02	12	0.4%
1.44	12	0.4%
1.41	12	0.4%
0.68	12	0.4%
1.8	12	0.4%
1.52	11	0.4%
Other values (718)	2431	83.1%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	54	1.8%
0.02	1	< 0.1%
0.06	1	< 0.1%
0.08	2	0.1%
0.09	1	< 0.1%

Value	Count	Frequency (%)
34.95	1	< 0.1%
29.41	1	< 0.1%
27.27	1	< 0.1%
25	1	< 0.1%
23.13	1	< 0.1%

Var95
Real number (ℝ)

Missing Zeros

Distinct	383
Distinct (%)	14.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.198580769

Minimum	0
Maximum	38.36
Zeros	119
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0895
Q1	0.55
median	0.95
Q3	1.54
95-th percentile	2.93
Maximum	38.36
Range	38.36
Interquartile range (IQR)	0.99

Descriptive statistics

Standard deviation	1.27167691
Coefficient of variation (CV)	1.060985578
Kurtosis	291.7330965
Mean	1.198580769
Median Absolute Deviation (MAD)	0.47
Skewness	11.50184233
Sum	3116.31
Variance	1.617162164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	119	4.1%
0.76	23	0.8%
0.66	23	0.8%
0.29	22	0.8%
0.46	21	0.7%
0.81	21	0.7%
0.62	21	0.7%
0.58	21	0.7%
0.84	20	0.7%
0.44	20	0.7%
Other values (373)	2289	78.2%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	119	4.1%
0.04	1	< 0.1%
0.05	3	0.1%
0.06	1	< 0.1%
0.07	2	0.1%

Value	Count	Frequency (%)
38.36	1	< 0.1%
15.44	1	< 0.1%
11.78	1	< 0.1%
11.64	1	< 0.1%
9.09	1	< 0.1%

Var96
Real number (ℝ)

Missing Zeros

Distinct	305
Distinct (%)	11.7%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.806

Minimum	0
Maximum	30.14
Zeros	243
Zeros (%)	8.3%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.28
median	0.62
Q3	1.07
95-th percentile	2.0905
Maximum	30.14
Range	30.14
Interquartile range (IQR)	0.79

Descriptive statistics

Standard deviation	1.02642193
Coefficient of variation (CV)	1.27347634
Kurtosis	296.401188
Mean	0.806
Median Absolute Deviation (MAD)	0.38
Skewness	12.25406787
Sum	2095.6
Variance	1.053541978
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	243	8.3%
0.45	29	1.0%
0.43	26	0.9%
0.41	26	0.9%
0.13	26	0.9%
0.28	25	0.9%
0.59	25	0.9%
0.57	25	0.9%
0.4	24	0.8%
0.81	24	0.8%
Other values (295)	2127	72.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	243	8.3%
0.01	3	0.1%
0.02	4	0.1%
0.03	9	0.3%
0.04	9	0.3%

Value	Count	Frequency (%)
30.14	1	< 0.1%
18.75	1	< 0.1%
9.19	1	< 0.1%
7.39	1	< 0.1%
6.78	1	< 0.1%

Var97
Real number (ℝ)

Missing Zeros

Distinct	519
Distinct (%)	20.0%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.8044

Minimum	0
Maximum	12.5
Zeros	49
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.759
Q1	2.02
median	2.835
Q3	3.63
95-th percentile	4.68
Maximum	12.5
Range	12.5
Interquartile range (IQR)	1.61

Descriptive statistics

Standard deviation	1.241657883
Coefficient of variation (CV)	0.4427534886
Kurtosis	1.869052364
Mean	2.8044
Median Absolute Deviation (MAD)	0.805
Skewness	0.2891254175
Sum	7291.44
Variance	1.541714299
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	49	1.7%
3.57	16	0.5%
3.02	15	0.5%
3.14	15	0.5%
3.07	15	0.5%
2.71	15	0.5%
1.67	14	0.5%
2.76	14	0.5%
3.12	14	0.5%
2.25	13	0.4%
Other values (509)	2420	82.7%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	49	1.7%
0.05	1	< 0.1%
0.08	1	< 0.1%
0.12	2	0.1%
0.13	1	< 0.1%

Value	Count	Frequency (%)
12.5	1	< 0.1%
10	1	< 0.1%
8.7	1	< 0.1%
7.69	2	0.1%
7.17	1	< 0.1%

Var98
Real number (ℝ)

Missing Zeros

Distinct	203
Distinct (%)	7.8%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.4399153846

Minimum	0
Maximum	14.81
Zeros	238
Zeros (%)	8.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.18
median	0.33
Q3	0.53
95-th percentile	1.19
Maximum	14.81
Range	14.81
Interquartile range (IQR)	0.35

Descriptive statistics

Standard deviation	0.5908385409
Coefficient of variation (CV)	1.343073149
Kurtosis	173.7261706
Mean	0.4399153846
Median Absolute Deviation (MAD)	0.17
Skewness	9.717398157
Sum	1143.78
Variance	0.3490901814
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	238	8.1%
0.32	56	1.9%
0.35	55	1.9%
0.2	55	1.9%
0.42	51	1.7%
0.25	49	1.7%
0.22	48	1.6%
0.24	47	1.6%
0.28	47	1.6%
0.36	44	1.5%
Other values (193)	1910	65.3%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	238	8.1%
0.02	2	0.1%
0.03	9	0.3%
0.04	9	0.3%
0.05	14	0.5%

Value	Count	Frequency (%)
14.81	1	< 0.1%
8.87	1	< 0.1%
8.22	1	< 0.1%
5.73	1	< 0.1%
5.59	1	< 0.1%

Var99
Real number (ℝ)

Missing

Distinct	1394
Distinct (%)	53.6%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	13.08205769

Minimum	0
Maximum	100
Zeros	12
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	5.269
Q1	9.39
median	12.45
Q3	15.85
95-th percentile	23.101
Maximum	100
Range	100
Interquartile range (IQR)	6.46

Descriptive statistics

Standard deviation	6.178865507
Coefficient of variation (CV)	0.4723160264
Kurtosis	31.88304105
Mean	13.08205769
Median Absolute Deviation (MAD)	3.19
Skewness	3.135496319
Sum	34013.35
Variance	38.17837895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	0.4%
12.1	8	0.3%
11.85	7	0.2%
15.52	7	0.2%
11.71	7	0.2%
9.09	7	0.2%
13.15	6	0.2%
10.95	6	0.2%
9.9	6	0.2%
12.15	6	0.2%
Other values (1384)	2528	86.4%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	12	0.4%
0.83	1	< 0.1%
0.86	1	< 0.1%
0.99	1	< 0.1%
1.01	1	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
96.91	1	< 0.1%
65.68	1	< 0.1%
49.58	1	< 0.1%
48.47	1	< 0.1%

Var100
Real number (ℝ)

Missing

Distinct	1764
Distinct (%)	67.8%
Missing	327
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	39.98421923

Minimum	0
Maximum	352.05
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.0 KiB

Quantile statistics

Minimum	0
5-th percentile	26.0575
Q1	33.75
median	38.755
Q3	44.5125
95-th percentile	54.992
Maximum	352.05
Range	352.05
Interquartile range (IQR)	10.7625

Descriptive statistics

Standard deviation	13.2455302
Coefficient of variation (CV)	0.3312689469
Kurtosis	155.8143048
Mean	39.98421923
Median Absolute Deviation (MAD)	5.405
Skewness	8.508060753
Sum	103958.97
Variance	175.4440702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42.45	6	0.2%
37.98	6	0.2%
39.35	6	0.2%
40.61	5	0.2%
43.87	5	0.2%
41.43	5	0.2%
42.34	5	0.2%
39.28	5	0.2%
36.59	5	0.2%
40.28	5	0.2%
Other values (1754)	2547	87.0%
(Missing)	327	11.2%

Value	Count	Frequency (%)
0	1	< 0.1%
5.88	1	< 0.1%
6.67	1	< 0.1%
10.83	1	< 0.1%
11.92	1	< 0.1%

Value	Count	Frequency (%)
352.05	1	< 0.1%
228.07	1	< 0.1%
204.9	1	< 0.1%
192.8	1	< 0.1%
170.68	1	< 0.1%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)